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        <title>Diode probes for spatiotemporal optical control of multiple neurons in freely moving animals</title>
        <author>Stark</author>
        <author>Koos</author>
        <author>Buzsáki</author>
      </titleStmt>
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        <p>Tag layer of the DHSS Meta-Tagging Project. The article text is reproduced from the
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      <sourceDesc>
        <bibl>
          <title>Diode probes for spatiotemporal optical control of multiple neurons in freely moving animals</title>
          <date>2012</date>
          <publisher>Journal of Neurophysiology</publisher>
          <idno type="DOI">10.1152/jn.00153.2012</idno>
          
          <idno type="record">Stark2012-diode-probes-for-spatiotemporal-optical-cont</idno>
          <note type="staged-file">Stark2012-diode-probes-for-spatiotemporal-optical-cont.txt, the project's staged copy</note>
          <note type="text-sha1">42e122ebbb581aa491b4fd714f5d10131e4bae3e</note>
          <note type="rights">not-redistributable</note>
        </bibl>
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      <textClass><keywords><term>neuroscience</term></keywords></textClass>
      <particDesc>
        <person xml:id="paper"><p>the paper's own words</p></person>
        <person xml:id="tagger"><p>the tag layer; a sentence written by the tagger about the
          paper, always anchored to a quotation but not itself a quotation</p></person>
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      <change when="2026-10-06"
              who="build_paper_edition.py">0 spans located by searching the stored text for the quote's exact words, allowing any whitespace between them</change>
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    <spanGrp type="tags">
      <span xml:id="t0" type="object_of_study" ana="#object_of_study" resp="#paper">
        <label>an instrument: independent optical control of many sites in the brain of a freely moving animal, with the stimulated neurons recorded at the same time</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t1" type="research_question" ana="#research_question" resp="#paper">
        <label>how to stimulate exactly the neurons being monitored, when electrodes hear only 60 μm and every existing light source reaches far further than that</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t2" type="contribution" ana="#contribution" resp="#paper">
        <label>a diode-fiber assembly light enough to put one on every shank - local photostimulation and recording of the same cells, without light artifacts, spike superposition or a fiber tether</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t3" type="claim_type" ana="#claim_type" resp="#paper">
        <label>method</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t4" type="phenomenon" ana="#phenomenon" resp="#paper">
        <label>multisite optogenetic control of neurons in freely moving animals</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t5" type="method" ana="#method" resp="#paper">
        <label>system-or-tool-building</label>
        <term>system-or-tool-building</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t6" type="mechanisms" ana="#mechanisms[0]" resp="#tagger">
        <label>mechanisms</label>
        <term>Putting the fiber tip within tens of μm of the recording sites means very little light is needed, which in turn removes the need for high currents and lets the device avoid heat sinks, optical artifacts and spike superposition while confining the effect to the monitored neurons</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t7" type="mechanisms" ana="#mechanisms[1]" resp="#tagger">
        <label>mechanisms</label>
        <term>An index-matched glue at the diode–fiber interface cuts Fresnel reflection losses and widens the fiber&#x27;s acceptance angle for skew rays, which is why coupled power doubles</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t8" type="mechanisms" ana="#mechanisms[2]" resp="#tagger">
        <label>mechanisms</label>
        <term>Red-light-driven halorhodopsin hyperpolarisation of the membrane delays the ChR2-evoked spike, which is why latencies lengthen when activation and silencing are applied together</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t9" type="mechanisms" ana="#mechanisms[3]" resp="#tagger">
        <label>mechanisms</label>
        <term>The unusually high fraction of responsive units follows from the high AAV transduction rate combined with the very short distance between fiber tip and recording sites</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t10" type="mechanisms" ana="#mechanisms[4]" resp="#tagger" cert="1.0">
        <label>the light is weak and the fiber tip is close, so the illuminated volume is about 0.001 mm 3 - the cells the light reaches are the cells the shank can hear</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t11" type="mechanisms" ana="#mechanisms[5]" resp="#tagger" cert="1.0">
        <label>a drop of index-matching glue at the diode-fiber interface, which cuts the reflective losses at each interface from 8% to under 1%</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t12" type="mechanisms" ana="#mechanisms[6]" resp="#tagger" cert="1.0">
        <label>and the same glue admits skew rays from all directions, which is where the doubling in coupling efficiency actually comes from</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t13" type="mechanisms" ana="#mechanisms[7]" resp="#tagger" cert="1.0">
        <label>with the light path perpendicular to the recording sites and the power several orders of magnitude below laser stimulation, so there are no local field potential artifacts to interpret</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t14" type="limitations" ana="#limitations[0]" resp="#tagger">
        <label>The spatial confinement of the photostimulus is itself a drawback for experiments that need a whole structure controlled synchronously.</label>
        <note>what this limits: the confinement that is the method&#x27;s selling point: FOR SOME APPLICATIONS, THE USE OF SPATIALLY RESTRICTED PHOTOSTIMULATION FOR LOCALIZED NEURONAL CONTROL IS ACTUALLY A LIMITATION - an advantage for one use and a defect for another</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t15" type="limitations" ana="#limitations[1]" resp="#tagger">
        <label>The 1/d scattering model used to estimate light intensity overestimates power beyond 1 mm from the fiber tip.</label>
        <note>what this limits: every light-intensity figure beyond 1 mm from the tip: THE MODEL CONSISTENTLY OVERESTIMATED POWER AT DISTANCES &gt;1 MM, while POWER AT SHORTER DISTANCES WAS WELL-APPROXIMATED</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t16" type="limitations" ana="#limitations[2]" resp="#tagger">
        <label>The fluorescein-bath measurement of the light cone is only an approximation of the real geometric light distribution in brain tissue.</label>
        <note>what this limits: the measured light cone: THIS IS ONLY A PROXY TO THE REAL GEOMETRIC DISTRIBUTION OF LIGHT IN THE BRAIN SINCE SCATTERING MAY CONTRIBUTE ... ESPECIALLY AT SHORT WAVELENGTHS</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t17" type="limitations" ana="#limitations[3]" resp="#tagger" cert="1.0">
        <label>THE PAPER&#x27;S HEADLINE ADVANTAGE, RE-TAGGED AS A LIMITATION: spatially restricted photostimulation IS ACTUALLY A LIMITATION for experiments requiring synchronous control of an entire structure</label>
        <note>what this limits: experiments requiring synchronous control of an entire structure, where the spatial extent should be two to three orders of magnitude higher than the 0.001 mm 3 a shank can monitor</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t18" type="limitations" ana="#limitations[4]" resp="#tagger" cert="1.0">
        <label>the scattering model consistently overestimated power beyond 1 mm, and scattering ran 5 to 10% higher in tissue that was not fresh</label>
        <note>what this limits: the same scope as limitations[1], plus the tissue caveat: SCATTERING WAS SLIGHTLY HIGHER (5-10%) IN NONFRESH TISSUE</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t19" type="limitations" ana="#limitations[5]" resp="#tagger" cert="1.0">
        <label>the fluorescein image is declared A PROXY ONLY for the real geometric distribution of light in the brain, since scattering contributes to it at short wavelengths</label>
        <note>duplicate of: limitations[2] · what this limits: the same scope as limitations[2] - the fluorescein image stands in for the real distribution</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t20" type="limitations" ana="#limitations[6]" resp="#tagger" cert="1.0">
        <label>the high fraction of light-modulated units MAY BE DUE TO transduction rates and the proximity of the fiber tip rather than to anything general</label>
        <note>what this limits: the fraction of units reported as light-modulated: it MAY BE DUE TO THE HIGH ChR2 TRANSDUCTION RATES ... AND THE PROXIMITY OF THE FIBER TIP TO THE RECORDING SITES</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t21" type="limitations" ana="#limitations[7]" resp="#tagger" cert="1.0">
        <label>and the count of illuminated cells rests on an assumed neuronal density and IGNORES SHADOWING by the probe shank</label>
        <note>what this limits: the count of illuminated cells: THE ESTIMATION ... ASSUMES NEURONAL DENSITY OF 20,000 CELLS/MM3 AND IGNORES SHADOWING BY THE PROBE SHANK</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t22" type="limitations" ana="#limitations[8]" resp="#tagger" cert="1.0">
        <label>with the number of fibers a freely moving animal can be tethered to limited to one or two, which RESTRICTED the range of scientific questions that could be addressed</label>
        <note>what this limits: what could be asked before this method, not only what could be measured: SINCE THE NUMBER OF FIBERS A FREELY MOVING ANIMAL CAN BE TETHERED TO IS LIMITED (1-2 FOR SMALL RODENTS), THE RANGE OF SCIENTIFIC QUESTIONS THAT COULD BE ADDRESSED WAS RESTRICTED</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t23" type="transfers" ana="#transfers[0]" resp="#tagger">
        <label>for a uniform planar (Lambertian) light source and a straight cleaved optical fiber having a numerical aperture, the maximum coupling efficiency of Hudson 1974</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t24" type="transfers" ana="#transfers[1]" resp="#tagger" cert="1.0">
        <label>reflective losses, quantified by the Fresnel equations at each interface, and skew rays - two factors with opposing practical implications, both ignored in the standard coupling formula</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t25" type="transfers" ana="#transfers[2]" resp="#tagger" cert="1.0">
        <label>a 1/d scattering model fitted to power measured through a block of brain, giving a scattering coefficient per wavelength</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t26" type="transfers" ana="#transfers[3]" resp="#tagger" cert="1.0">
        <label>red laser diodes driven by similar currents, yielding light at the fiber tip that subtended a similar illuminated volume of brain tissue</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t27" type="transfers" ana="#transfers[4]" resp="#tagger" cert="0.9">
        <label>waveguides embedded in the probe shank, named as the route to scaling the number of sources</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t28" type="transfers" ana="#transfers[5]" resp="#tagger" cert="1.0">
        <label>closed-loop triggering - the recorded signal decides when the stimulus happens</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t29" type="controls" ana="#controls[0]" resp="#tagger" cert="1.0">
        <label>spike waveforms during light compared with waveforms during spontaneous activity</label>
        <note>eliminates: the light distorting or superimposing the spikes it evokes - median waveform consistencies 0.977 against 0.983, U test P = 0.19 · outcome (stated by the tagger, no quotation): held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t30" type="controls" ana="#controls[1]" resp="#tagger" cert="1.0">
        <label>units recorded on the shanks that were NOT illuminated, 200 μm and further away</label>
        <note>eliminates: the effect spreading beyond the illuminated shank - 52% modulated on the lit shank against 6.8% nearby, at chance level by an exact binomial test · outcome (stated by the tagger, no quotation): held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t31" type="controls" ana="#controls[2]" resp="#tagger" cert="1.0">
        <label>the same cross-correlation histograms computed over a duration-matched baseline period before any stimulation</label>
        <note>eliminates: the correlations being native rather than induced - the baseline histograms were nearly flat WITH AN EXCEPTION, a 1-ms lag between the units on shanks 4 and 3 · outcome (stated by the tagger, no quotation): partial</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t32" type="controls" ana="#controls[3]" resp="#tagger" cert="1.0">
        <label>the wideband traces inspected for photoelectrical artifacts at the light powers actually used</label>
        <note>eliminates: light artifacts masquerading as physiology - the weak stimulus produced no LFP artifacts, unlike powers three orders of magnitude higher · outcome (stated by the tagger, no quotation): held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t33" type="controls" ana="#controls[4]" resp="#tagger" cert="1.0">
        <label>the scattering fit repeated across tip morphology, source power and brain region</label>
        <note>eliminates: the attenuation constant depending on how it was measured - it did not, EXCEPT that scattering was 5 to 10% higher in nonfresh tissue and the model overestimates beyond 1 mm · outcome (stated by the tagger, no quotation): partial</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t34" type="senses" ana="#senses[0]" resp="#tagger" cert="1.0">
        <label>THE PAPER&#x27;S HEADLINE ADVANTAGE, RE-TAGGED AS A LIMITATION BY ITS OWN AUTHORS: for some applications the use of SPATIALLY RESTRICTED PHOTOSTIMULATION for localized neuronal control IS ACTUALLY A LIMITATION - where synchronous control of an entire structure is wanted, the spatial extent should be two to three ORDERS OF MAGNITUDE HIGHER than the 0.001 mm 3 that can be monitored</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t35" type="senses" ana="#senses[1]" resp="#tagger" cert="1.0">
        <label>and the resolution is not a better setting but a different question - THE SPECIFIC LIGHT SOURCES AND FIBERS SHOULD BE TAILORED TO THE SCIENTIFIC QUESTION AT HAND</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t36" type="senses" ana="#senses[2]" resp="#tagger" cert="1.0">
        <label>ONE INTERVENTION, TWO COMPONENTS, OPPOSITE SIGNS: the index-matching glue reduces reflective losses considerably, to under 1%, BUT AT A COST OF REDUCING the effective acceptance angle of the fiber BY 41%</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t37" type="senses" ana="#senses[3]" resp="#tagger" cert="1.0">
        <label>the same glue on the other component: its effect on the SKEW RAYS acceptance angle is DIAMETRICALLY OPPOSITE from its effect on the meridional one, enabling acceptance from all directions and A TWOFOLD INCREASE in coupling efficiency - the net sign is empirical, not derivable</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t38" type="senses" ana="#senses[4]" resp="#tagger" cert="1.0">
        <label>with the two ignored factors named as ignored: TWO FACTORS, WHICH HAVE OPPOSING PRACTICAL IMPLICATIONS, WERE IGNORED IN THE FOREGOING - reflective losses, and skew rays</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t39" type="senses" ana="#senses[5]" resp="#tagger" cert="1.0">
        <label>A MEASURED CONSTANT THAT DISAGREES WITH THE PUBLISHED ONE, AND THE DISAGREEMENT DECLARED NOT TO MATTER: blue-light scattering 7.18 against a previously reported 10.3 for rat brain, explained by the slightly different testing conditions - and IN ANY EVENT estimates were SIMILAR REGARDLESS OF THE PRECISE NUMBER USED</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t40" type="senses" ana="#senses[6]" resp="#tagger" cert="1.0">
        <label>the model&#x27;s own failure stated with its range: it CONSISTENTLY OVERESTIMATED power beyond 1 mm while fitting well below it, and scattering was 5 to 10% higher in nonfresh tissue</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t41" type="senses" ana="#senses[7]" resp="#tagger" cert="1.0">
        <label>and the empirical map declared a proxy: THIS IS ONLY A PROXY to the real geometric distribution of light in the brain, since scattering may contribute, ESPECIALLY AT SHORT WAVELENGTHS</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t42" type="senses" ana="#senses[8]" resp="#tagger" cert="1.0">
        <label>WHY THE LIGHT HAS TO BE WEAK AND CLOSE: electrodes can only disambiguate spikes of neurons up to 60 μm away, so stimulating from the surface or from a fiber a few hundred μm off INEVITABLY ACTIVATES MANY MORE UNMONITORED NEURONS THAN ARE BEING MONITORED, MAKING THE SEPARATION BETWEEN DIRECT AND POPULATION-MEDIATED EFFECTS IMPOSSIBLE</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t43" type="senses" ana="#senses[9]" resp="#tagger" cert="1.0">
        <label>and strong light of ANY wavelength carries energy dissipated as HEAT, which has a MIXED DE-/HYPERPOLARIZING effect - a confound that does not depend on the opsin at all</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t44" type="senses" ana="#senses[10]" resp="#tagger" cert="1.0">
        <label>THE SAME LIGHT, THE OPPOSITE SIGN, DECIDED BY THE PROMOTER: identical parameters in CA1 give robust spiking of pyramidal cells in CaMKII::ChR2 mice, and in PV::ChR2 mice spiking of interneurons FOLLOWED BY SILENCING of the nearby pyramidal cells</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t45" type="senses" ana="#senses[11]" resp="#tagger" cert="1.0">
        <label>A 25% CHANGE IN DOSE FLIPS THE OUTCOME: 70% of the 0.35 mW/mm 2 blue pulses overcame the red-light hyperpolarization but ONLY 10% of the 0.28 mW/mm 2 pulses did - the same two opsins, the same cells, and a sharp threshold between activation and silencing</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t46" type="senses" ana="#senses[12]" resp="#tagger" cert="1.0">
        <label>a statistical definition rescued by the data&#x27;s own shape: the definition of light-modulated spiking WAS STATISTICAL, but the modulation indices exhibited a BIMODAL distribution, 0.045 against 0.76</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t47" type="senses" ana="#senses[13]" resp="#tagger" cert="1.0">
        <label>with the fraction itself hedged - the relatively high fraction MAY BE DUE TO high transduction rates and the proximity of the fiber tip</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t48" type="senses" ana="#senses[14]" resp="#tagger" cert="1.0">
        <label>THE UNIT IS DEFINED BY THREE NUMBERED GATES BEFORE ANY RESULT IS COMPUTED: peak-to-peak amplitude above 50 microvolts, L ratio below 0.05, and a clear refractory period - and then a fourth for the statistics, at least 100 spikes above 0.01 spikes/s</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t49" type="senses" ana="#senses[15]" resp="#tagger" cert="1.0">
        <label>an idealisation declared inside a figure legend: the estimate ASSUMES neuronal density of 20,000 cells/mm 3 and IGNORES SHADOWING by the probe shank</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t50" type="senses" ana="#senses[16]" resp="#tagger" cert="1.0">
        <label>the temporal resolution stated as three numbers that mean different things - center-of-mass 12 ms, latency 5.5 ms, and precision, the across-trial SD, 2 ms</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t51" type="senses" ana="#senses[17]" resp="#tagger" cert="1.0">
        <label>AND THE INSTRUMENT&#x27;S PURPOSE IS A DEBATE: spatiotemporally sequenced activity at different timescales COULD ADDRESS THE DEBATE ON RATE VS. TEMPORAL CODING - the same debate Levi2022 would later call rooted in definitions</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t52" type="senses" ana="#senses[18]" resp="#tagger" cert="1.0">
        <label>and the synthetic pattern is taken up by the native one: units driven by nonperiodic photostimuli exhibited PHASE PRECESSION, indicating that NATIVE NETWORK DYNAMICS CAN INCORPORATE SYNTHETIC PATTERNS OF ACTIVITY</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t53" type="senses" ana="#senses[19]" resp="#tagger" cert="1.0">
        <label>with the constraint that motivated the whole device stated as a number: the number of fibers a freely moving animal can be tethered to is ONE TO TWO for small rodents, and that RESTRICTED THE RANGE OF SCIENTIFIC QUESTIONS THAT COULD BE ADDRESSED</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t54" type="alternatives" ana="#alternatives.claim_type" resp="#tagger">
        <label>claim_type: method</label>
        <note>a second reading reaching the same value. Recorded: method — note: a second reading reaching the same value from a different sentence. Not applied - a person decides.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t55" type="alternatives" ana="#alternatives.method" resp="#tagger">
        <label>method: couple a miniature diode to a small-core fiber etched to a point, glue it 50 μm above the top recording site, and drive each diode from its own precision current channel</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: system-or-tool-building — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t56" type="alternatives" ana="#alternatives.phenomenon" resp="#tagger">
        <label>phenomenon: light-evoked spiking in intact tissue, and how far in space and time the evoked spikes stay where they were aimed</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: multisite optogenetic control of neurons in freely moving animals — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t57" type="claim_relations" ana="#claim_relations[0]" resp="#tagger">
        <label>extends → Royer et al. 2010 (small-core fibers coupled to DPSS lasers at low power)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t58" type="claim_relations" ana="#claim_relations[1]" resp="#tagger">
        <label>contradicts → Aravanis et al. 2007 (published blue-light scattering coefficient for rat brain)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t59" type="claim_relations" ana="#claim_relations[2]" resp="#tagger">
        <label>builds-on → Fujisawa et al. 2008 (probe implantation methods)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t60" type="claim_relations" ana="#claim_relations[3]" resp="#tagger" cert="1.0">
        <label>contradicts → the previously reported blue-light scattering coefficient for rat brain, 10.3, against 7.18 measured here</label>
        <note>differs in: light was shined through brain slices in the previous measurements, which causes reflective losses</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t61" type="claim_relations" ana="#claim_relations[4]" resp="#tagger" cert="1.0">
        <label>critiques → stimulation from the brain surface or from large fibers hundreds of μm away, which activates far more neurons than are monitored</label>
        <note>differs in: THE AXIS IS THE MISMATCH BETWEEN THE RECORDED AND THE ILLUMINATED VOLUME. &#x27;such electrodes can only record and disambiguate spikes of nearby (UP TO 60 UM) NEURONS, [so] stimulation of continuously monitored cells requires placing the light source very close to the recording site.&#x27; The recording radius is given as a number and the stimulated volume is larger - so a causal claim from optogenetics rests on cells that were driven and never observed.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t62" type="claim_relations" ana="#claim_relations[5]" resp="#tagger" cert="1.0">
        <label>critiques → large-core fibers driven by strong light sources, which add heat, photoelectrical artifacts and synchronous activation</label>
        <note>differs in: THE AXIS IS HEAT AS A CONFOUND OF THE LIGHT ITSELF. &#x27;Quotation withheld.&#x27; The control for an optogenetic manipulation is light, and light is not inert - the confound is a property of the energy delivered, so it is present in every experiment of this kind at sufficient power.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t63" type="claim_relations" ana="#claim_relations[6]" resp="#tagger" cert="1.0">
        <label>distinguishes-from → small-core fibers coupled to lasers at low power, which solved the artifact problem but not the tether limit of one to two fibers</label>
        <note>differs in: THE AXIS IS THE TETHER LIMIT, GIVEN AS A NUMBER. &#x27;THESE ISSUES WERE PREVIOUSLY ADDRESSED IN PART BY COUPLING SMALL-CORE FIBERS TO DPSS LASERS DRIVEN AT LOW POWER, BUT SINCE THE NUMBER OF FIBERS A freely moving animal can be tethered to is limited (1-2 FOR SMALL RODENTS), the range of scientific questions that could be addressed was restricted.&#x27; The earlier solution is credited with fixing the artifact and charged with a different limit - so the two are not better and worse, they fail at different points.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t64" type="claim_relations" ana="#claim_relations[7]" resp="#tagger" cert="1.0">
        <label>supports → coincidence between the illuminated volume and the volume a silicon probe shank can monitor, as the condition for separating direct from population-mediated effects</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t65" type="claim_relations" ana="#claim_relations[8]" resp="#tagger" cert="0.9">
        <label>predicts → that MEMS integration of diode dies with waveguides in the shank will scale up the number of light sources</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t66" type="claim_relations" ana="#claim_relations[9]" resp="#tagger" cert="1.0">
        <label>qualifies → its own central advantage, which is a limitation whenever the question needs an entire structure driven at once</label>
        <note>differs in: THE AXIS IS WHETHER THE QUESTION NEEDS A WHOLE STRUCTURE DRIVEN AT ONCE. &#x27;Quotation withheld.&#x27; The paper&#x27;s own headline advantage is a defect for a class of question, said by the authors - so &#x27;higher spatial precision&#x27; is not an improvement, it is a trade whose sign depends on the experiment.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t67" type="concept_edges" ana="#concept_edges[3]" resp="#tagger" cert="1.0">
        <label>photostimulation —is-a→ limitation</label>
        <term>photostimulation</term>
        <term>limitation</term>
        <note>strength of the relation: 1 · note: THE HEADLINE ADVANTAGE RE-TAGGED AS A LIMITATION BY ITS OWN AUTHORS - spatially restricted photostimulation IS ACTUALLY A LIMITATION for experiments requiring synchronous control of an entire structure
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span calls spatially restricted photostimulation a limitation for some uses; is-a is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t68" type="concept_edges" ana="#concept_edges[5]" resp="#tagger" cert="1.0">
        <label>fiber —causes→ volume</label>
        <term>fiber</term>
        <term>volume</term>
        <note>strength of the relation: 1 · note: and the choice is not a better setting but a different question - THE SPECIFIC LIGHT SOURCES AND FIBERS SHOULD BE TAILORED TO THE SCIENTIFIC QUESTION AT HAND
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but multiple fibers can illuminate a large volume; causes is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t69" type="concept_edges" ana="#concept_edges[6]" resp="#tagger" cert="1.0">
        <label>reflective losses —causes→ coupling</label>
        <term>reflective losses</term>
        <term>coupling</term>
        <note>strength of the relation: 1 · note: TWO FACTORS, WHICH HAVE OPPOSING PRACTICAL IMPLICATIONS, WERE IGNORED IN THE FOREGOING - reflective losses, quantified by the Fresnel equations at 8%, and skew rays
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but reflective losses and skew rays have opposing implications for coupling; causes is loose and unsigned.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t70" type="concept_edges" ana="#concept_edges[7]" resp="#tagger" cert="1.0">
        <label>skew rays —causes→ coupling</label>
        <term>skew rays</term>
        <term>coupling</term>
        <note>strength of the relation: 1
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but reflective losses and skew rays have opposing implications for coupling; causes is loose and unsigned.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t71" type="concept_edges" ana="#concept_edges[8]" resp="#tagger" cert="1.0">
        <label>index —causes→ reflective losses</label>
        <term>index</term>
        <term>reflective losses</term>
        <note>strength of the relation: 1
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but a matched coupling index reduces reflective losses; the edge carries no direction.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t72" type="concept_edges" ana="#concept_edges[9]" resp="#tagger" cert="1.0">
        <label>index —causes→ acceptance angle</label>
        <term>index</term>
        <term>acceptance angle</term>
        <note>strength of the relation: 1 · note: ONE INTERVENTION, OPPOSITE SIGNS - the glue reduces reflective losses to under 1% BUT AT A COST OF REDUCING the effective acceptance angle BY 41%
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span relates the coupling index to the acceptance angle; causes is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t73" type="concept_edges" ana="#concept_edges[11]" resp="#tagger" cert="1.0">
        <label>skew rays —contrasted-with→ meridional</label>
        <term>skew rays</term>
        <term>meridional</term>
        <note>strength of the relation: 1
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but skew rays versus meridional rays; contrasted-with is implied.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t74" type="concept_edges" ana="#concept_edges[15]" resp="#tagger" cert="1.0">
        <label>light —causes→ artifact</label>
        <term>light</term>
        <term>artifact</term>
        <note>strength of the relation: 1 · note: the high intensity used for deep neurons may generate superposition of multiple spike waveforms and CONSIDERABLE LIGHT ARTIFACTS
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span discusses artifacts from light near electrodes; causes is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t75" type="concept_edges" ana="#concept_edges[18]" resp="#tagger" cert="1.0">
        <label>light —causes→ heat</label>
        <term>light</term>
        <term>heat</term>
        <note>strength of the relation: 1 · note: strong light OF ANY WAVELENGTH carries considerable energy dissipated as heat - a confound that does not depend on the opsin</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t76" type="concept_edges" ana="#concept_edges[19]" resp="#tagger" cert="1.0">
        <label>heat —causes→ neuron</label>
        <term>heat</term>
        <term>neuron</term>
        <note>strength of the relation: 1 · note: local heating has a MIXED DE-/HYPERPOLARIZING effect, which may confound and/or limit the effect of the optogenetic manipulation itself
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but local heating can affect neurons; causes is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t77" type="concept_edges" ana="#concept_edges[29]" resp="#tagger" cert="1.0">
        <label>photostimulation —causes→ rate</label>
        <term>photostimulation</term>
        <term>rate</term>
        <note>strength of the relation: 1 · note: a statistical definition rescued by the data&#x27;s own shape - the definition WAS STATISTICAL, but the indices were BIMODAL, 0.045 against 0.76
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but light modulation indices compare firing during photostimulation with baseline; causes &#x27;rate&#x27; is terse.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t78" type="concept_edges" ana="#concept_edges[33]" resp="#tagger" cert="1.0">
        <label>interneuron —causes→ pyramidal</label>
        <term>interneuron</term>
        <term>pyramidal</term>
        <note>strength of the relation: 1 · note: THE SAME LIGHT, THE OPPOSITE SIGN, DECIDED BY THE PROMOTER - identical parameters give pyramidal spiking in CaMKII::ChR2 and, in PV::ChR2, interneuron spiking FOLLOWED BY SILENCING of nearby pyramidal cells
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but PV-driven interneurons silenced nearby pyramidal cells; causes &#x27;pyramidal&#x27; drops the silencing.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t79" type="concept_edges" ana="#concept_edges[40]" resp="#tagger" cert="1.0">
        <label>rate —contrasted-with→ temporal coding</label>
        <term>rate</term>
        <term>temporal coding</term>
        <note>strength of the relation: 1 · note: THE INSTRUMENT&#x27;S PURPOSE IS A DEBATE - the same debate Levi2022 would later call ROOTED IN DEFINITIONS
Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the span names the &#x27;debate on rate vs. temporal coding&#x27;; contrasted-with is attributed.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t80" type="concept_edges" ana="#concept_edges[41]" resp="#tagger" cert="1.0">
        <label>diode —part-of→ silicon probe</label>
        <term>diode</term>
        <term>silicon probe</term>
        <note>strength of the relation: 1 · note: and the stated next step is to stop gluing - MEMS integration of diode dies with waveguides embedded IN the shanks
Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but MEMS &#x27;can be used to&#x27; integrate diode dies with a silicon probe&#x27;s shanks; part-of is prospective.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t81" type="content_tags" ana="#content_tags.statistics[0]" resp="#tagger">
        <label>Mann-Whitney U test</label>
        <term>Mann-Whitney U test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t82" type="content_tags" ana="#content_tags.statistics[1]" resp="#tagger">
        <label>Wilcoxon signed-rank test</label>
        <term>Wilcoxon signed-rank test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t83" type="content_tags" ana="#content_tags.statistics[2]" resp="#tagger">
        <label>chi-squared test</label>
        <term>chi-squared test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t84" type="content_tags" ana="#content_tags.statistics[3]" resp="#tagger">
        <label>Kruskal-Wallis test</label>
        <term>Kruskal-Wallis test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t85" type="content_tags" ana="#content_tags.statistics[4]" resp="#tagger">
        <label>exact binomial test</label>
        <term>exact binomial test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t86" type="content_tags" ana="#content_tags.statistics[5]" resp="#tagger">
        <label>permutation test</label>
        <term>permutation test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t87" type="content_tags" ana="#content_tags.statistics[6]" resp="#tagger">
        <label>correlation</label>
        <term>correlation</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t88" type="content_tags" ana="#content_tags.statistics[7]" resp="#tagger">
        <label>principal component analysis</label>
        <term>principal component analysis</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t89" type="content_tags" ana="#content_tags.statistics[8]" resp="#tagger">
        <label>multiple-comparison correction</label>
        <term>multiple-comparison correction</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t90" type="content_tags" ana="#content_tags.statistics[9]" resp="#tagger">
        <label>regression</label>
        <term>regression</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t91" type="content_tags" ana="#content_tags.statistics[10]" resp="#tagger">
        <label>standard deviation</label>
        <term>standard deviation</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t92" type="content_tags" ana="#content_tags.statistics[11]" resp="#tagger">
        <label>standard error</label>
        <term>standard error</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t93" type="content_tags" ana="#content_tags.statistics[12]" resp="#tagger">
        <label>goodness of fit</label>
        <term>goodness of fit</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t94" type="content_tags" ana="#content_tags.statistics[13]" resp="#tagger" cert="1.0">
        <label>U test</label>
        <term>U test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t95" type="content_tags" ana="#content_tags.statistics[14]" resp="#tagger" cert="1.0">
        <label>exact binomial test</label>
        <term>exact binomial test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t96" type="content_tags" ana="#content_tags.statistics[15]" resp="#tagger" cert="1.0">
        <label>permutation test</label>
        <term>permutation test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t97" type="content_tags" ana="#content_tags.statistics[16]" resp="#tagger" cert="1.0">
        <label>r 2</label>
        <term>r 2</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t98" type="content_tags" ana="#content_tags.statistics[17]" resp="#tagger" cert="1.0">
        <label>L ratio</label>
        <term>L ratio</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t99" type="content_tags" ana="#content_tags.findings[0]" resp="#tagger">
        <label>Weak blue light delivered through the fiber-coupled LEDs drove 42% of recorded hippocampal units (57 of 135) to change their firing rate in freely moving rats.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t100" type="content_tags" ana="#content_tags.findings[1]" resp="#tagger">
        <label>spike waveforms during light and during spontaneous activity were SIMILAR - median waveform consistencies 0.977 for light-modulated and 0.983 for nonresponsive units, U test P = 0.19</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t101" type="content_tags" ana="#content_tags.findings[2]" resp="#tagger">
        <label>units recorded on the illuminated shank were often modulated, 20/39 units or 52%, whereas the fraction of modulated units on other shanks was AT CHANCE LEVEL</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t102" type="content_tags" ana="#content_tags.findings[3]" resp="#tagger">
        <label>Light-evoked spiking was temporally precise, with a median across-trial jitter of 2 ms.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t103" type="content_tags" ana="#content_tags.findings[4]" resp="#tagger">
        <label>Blue light with identical parameters in CA1 of PV::ChR2 mice drove interneurons to spike and then silenced nearby pyramidal cells.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t104" type="content_tags" ana="#content_tags.findings[5]" resp="#tagger">
        <label>reliable activation of units on shank 1 during blue light pulses and robust silencing of THE SAME UNITS during the red light pulses</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t105" type="content_tags" ana="#content_tags.findings[6]" resp="#tagger">
        <label>An index-matching coupling medium at the diode-fiber interface doubled the light output, to 30-50 microwatts for blue LEDs.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t106" type="content_tags" ana="#content_tags.findings[7]" resp="#tagger">
        <label>these units exhibited phase precession</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t107" type="content_tags" ana="#content_tags.findings[8]" resp="#tagger">
        <label>the mean scattering coefficients depended on wavelength</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t108" type="content_tags" ana="#content_tags.findings[9]" resp="#tagger">
        <label>the fraction of significantly light-modulated units exhibited a marked increase between 3.5 and 5.5 mW/mm 2, from 15 to 73%</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t109" type="content_tags" ana="#content_tags.findings[10]" resp="#tagger" cert="1.0">
        <label>THE PAPER&#x27;S HEADLINE ADVANTAGE, RE-TAGGED AS A LIMITATION: spatially restricted photostimulation IS ACTUALLY A LIMITATION where synchronous control of an entire structure is wanted</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t110" type="content_tags" ana="#content_tags.findings[11]" resp="#tagger" cert="1.0">
        <label>and the resolution is a question, not a setting - THE SPECIFIC LIGHT SOURCES AND FIBERS SHOULD BE TAILORED TO THE SCIENTIFIC QUESTION AT HAND</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t111" type="content_tags" ana="#content_tags.findings[12]" resp="#tagger" cert="1.0">
        <label>ONE INTERVENTION, OPPOSITE SIGNS: the index-matching glue cuts reflective losses to under 1% BUT AT A COST OF REDUCING the acceptance angle BY 41%</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t112" type="content_tags" ana="#content_tags.findings[13]" resp="#tagger" cert="1.0">
        <label>while its effect on the skew rays acceptance angle is DIAMETRICALLY OPPOSITE, giving A TWOFOLD INCREASE in coupling efficiency</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t113" type="content_tags" ana="#content_tags.findings[14]" resp="#tagger" cert="1.0">
        <label>A MEASURED CONSTANT DISAGREEING WITH THE PUBLISHED ONE: blue-light scattering 7.18 against a reported 10.3, and IN ANY EVENT the estimates were SIMILAR REGARDLESS OF THE PRECISE NUMBER USED</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t114" type="content_tags" ana="#content_tags.findings[15]" resp="#tagger" cert="1.0">
        <label>the fitted model CONSISTENTLY OVERESTIMATED power beyond 1 mm and ran 5 to 10% off in nonfresh tissue</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t115" type="content_tags" ana="#content_tags.findings[16]" resp="#tagger" cert="1.0">
        <label>WHY THE LIGHT MUST BE WEAK AND CLOSE: stimulating further away INEVITABLY ACTIVATES MANY MORE UNMONITORED NEURONS THAN ARE BEING MONITORED, MAKING THE SEPARATION BETWEEN DIRECT AND POPULATION-MEDIATED EFFECTS IMPOSSIBLE</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t116" type="content_tags" ana="#content_tags.findings[17]" resp="#tagger" cert="1.0">
        <label>and strong light of ANY wavelength adds HEAT with a MIXED DE-/HYPERPOLARIZING effect, a confound independent of the opsin</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t117" type="content_tags" ana="#content_tags.findings[18]" resp="#tagger" cert="1.0">
        <label>THE SAME LIGHT, THE OPPOSITE SIGN, DECIDED BY THE PROMOTER: pyramidal cells spike in CaMKII::ChR2 mice and are SILENCED in PV::ChR2 mice under identical parameters</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t118" type="content_tags" ana="#content_tags.findings[19]" resp="#tagger" cert="1.0">
        <label>A 25% CHANGE IN DOSE FLIPS THE OUTCOME: 70% of 0.35 mW/mm 2 pulses efficient against 10% of 0.28 mW/mm 2 pulses</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t119" type="content_tags" ana="#content_tags.findings[20]" resp="#tagger" cert="1.0">
        <label>the statistical definition of light modulation is rescued by a BIMODAL distribution of the indices, 0.045 against 0.76</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t120" type="content_tags" ana="#content_tags.findings[21]" resp="#tagger" cert="1.0">
        <label>with the response fraction hedged - it MAY BE DUE TO transduction rates and the proximity of the fiber tip</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t121" type="content_tags" ana="#content_tags.findings[22]" resp="#tagger" cert="1.0">
        <label>THE UNIT IS DEFINED BY NUMBERED GATES BEFORE ANY RESULT: amplitude, L ratio, refractory period, then a firing floor that cut 535 hippocampal units to 135</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t122" type="content_tags" ana="#content_tags.findings[23]" resp="#tagger" cert="1.0">
        <label>an idealisation declared inside a figure legend - ASSUMES neuronal density of 20,000 cells/mm 3 and IGNORES SHADOWING by the probe shank</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t123" type="content_tags" ana="#content_tags.findings[24]" resp="#tagger" cert="1.0">
        <label>the empirical light map is declared A PROXY ONLY, since scattering contributes ESPECIALLY AT SHORT WAVELENGTHS</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t124" type="content_tags" ana="#content_tags.findings[25]" resp="#tagger" cert="1.0">
        <label>NATIVE NETWORK DYNAMICS CAN INCORPORATE SYNTHETIC PATTERNS OF ACTIVITY - units driven by nonperiodic photostimuli exhibited PHASE PRECESSION</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t125" type="content_tags" ana="#content_tags.findings[26]" resp="#tagger" cert="1.0">
        <label>and the whole device exists to remove one number - a freely moving animal can be tethered to ONE OR TWO fibers, which RESTRICTED the questions that could be addressed</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t126" type="content_tags" ana="#content_tags.definitions[0]" resp="#tagger">
        <label>diode-probe system</label>
        <term>diode-probe system</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t127" type="content_tags" ana="#content_tags.definitions[1]" resp="#tagger">
        <label>light-modulated unit</label>
        <term>light-modulated unit</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t128" type="content_tags" ana="#content_tags.definitions[2]" resp="#tagger">
        <label>light modulation index</label>
        <term>light modulation index</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t129" type="content_tags" ana="#content_tags.definitions[3]" resp="#tagger">
        <label>waveform consistency</label>
        <term>waveform consistency</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t130" type="content_tags" ana="#content_tags.definitions[4]" resp="#tagger">
        <label>center-of-mass</label>
        <term>center-of-mass</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t131" type="content_tags" ana="#content_tags.definitions[5]" resp="#tagger">
        <label>spiking probability</label>
        <term>spiking probability</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t132" type="content_tags" ana="#content_tags.definitions[6]" resp="#tagger">
        <label>closed-loop control</label>
        <term>closed-loop control</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t133" type="content_tags" ana="#content_tags.definitions[7]" resp="#tagger" cert="1.0">
        <label>threshold</label>
        <term>threshold</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t134" type="content_tags" ana="#content_tags.definitions[8]" resp="#tagger" cert="1.0">
        <label>coupling</label>
        <term>coupling</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t135" type="content_tags" ana="#content_tags.definitions[9]" resp="#tagger" cert="1.0">
        <label>unit</label>
        <term>unit</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t136" type="content_tags" ana="#content_tags.definitions[10]" resp="#tagger" cert="0.9">
        <label>precision</label>
        <term>precision</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t137" type="content_tags" ana="#content_tags.variables[0]" resp="#tagger">
        <label>light intensity</label>
        <term>light intensity</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t138" type="content_tags" ana="#content_tags.variables[1]" resp="#tagger">
        <label>Firing rate during light</label>
        <term>Firing rate during light</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t139" type="content_tags" ana="#content_tags.variables[2]" resp="#tagger">
        <label>spiking probability</label>
        <term>spiking probability</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t140" type="content_tags" ana="#content_tags.variables[5]" resp="#tagger">
        <label>baseline period</label>
        <term>baseline period</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t141" type="content_tags" ana="#content_tags.variables[6]" resp="#tagger" cert="1.0">
        <label>intensity</label>
        <term>intensity</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t142" type="content_tags" ana="#content_tags.variables[7]" resp="#tagger" cert="1.0">
        <label>precision</label>
        <term>precision</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t143" type="content_tags" ana="#content_tags.variables[8]" resp="#tagger" cert="1.0">
        <label>rate</label>
        <term>rate</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t144" type="content_tags" ana="#content_tags.variables[9]" resp="#tagger" cert="1.0">
        <label>coupling</label>
        <term>coupling</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t145" type="content_tags" ana="#content_tags.quantities[0]" resp="#tagger">
        <label>42%; 57/135 — Fraction and count of hippocampal units whose firing rate was modulated by weak blue light</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t146" type="content_tags" ana="#content_tags.quantities[1]" resp="#tagger">
        <label>median, 2 ms — Across-trial standard deviation of spike centers-of-mass, i.e. the temporal precision of light-evoked spiking</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t147" type="content_tags" ana="#content_tags.quantities[2]" resp="#tagger">
        <label>median, 5.5 ms — Median latency from light onset to the first significantly elevated PSTH bin</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t148" type="content_tags" ana="#content_tags.quantities[3]" resp="#tagger">
        <label>∼0.001 mm 3 — Volume of brain tissue illuminated above the ChR2 activation threshold by a single fiber</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t149" type="content_tags" ana="#content_tags.quantities[4]" resp="#tagger">
        <label>20–100 — Estimated number of neurons inside the illuminated volume, given assumed cortical cell density</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t150" type="content_tags" ana="#content_tags.quantities[5]" resp="#tagger">
        <label>0.1–0.15% — Diode-to-fiber coupling efficiency for blue LEDs before index matching, versus about 2.5% for laser diodes</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t151" type="content_tags" ana="#content_tags.quantities[6]" resp="#tagger">
        <label>100–130 mg — Weight of a single diode-fiber assembly, which is what keeps the headgear light enough for free movement</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t152" type="content_tags" ana="#content_tags.quantities[7]" resp="#tagger">
        <label>0.5–1.5 g — Weight of a complete implantation-ready multidiode device</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t153" type="content_tags" ana="#content_tags.quantities[8]" resp="#tagger">
        <label>535 hippocampal and 98 neocortical units — Total number of single units isolated that met the amplitude and isolation criteria</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t154" type="content_tags" ana="#content_tags.quantities[9]" resp="#tagger">
        <label>1.82 — Median ratio of spiking probability during blue light to duration-matched spontaneous periods</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t155" type="content_tags" ana="#content_tags.quantities[10]" resp="#tagger">
        <label>70% ... 10% — Fraction of blue pulses able to break through halorhodopsin silencing at 0.35 versus 0.28 mW/mm2, showing a sharp intensity threshold</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t156" type="content_tags" ana="#content_tags.quantities[11]" resp="#tagger" cert="1.0">
        <label>0.001 mm 3 — the illuminated volume, and the paper&#x27;s unit of claim - the tissue a shank of a silicon probe can also monitor</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t157" type="content_tags" ana="#content_tags.quantities[12]" resp="#tagger" cert="1.0">
        <label>7.18 ± 0.17 — the scattering coefficient measured for blue light, against a previously reported 10.3 for rat brain</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t158" type="content_tags" ana="#content_tags.quantities[13]" resp="#tagger" cert="1.0">
        <label>41% — the acceptance angle the index-matching glue COSTS, at the same time as it removes the reflective losses</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t159" type="content_tags" ana="#content_tags.quantities[14]" resp="#tagger" cert="1.0">
        <label>2 ms — the temporal precision of light-evoked spiking, the across-trial SD of the centers-of-mass</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t160" type="content_tags" ana="#content_tags.quantities[15]" resp="#tagger" cert="1.0">
        <label>70% — the fraction of 0.35 mW/mm 2 blue pulses that overcame the red-light hyperpolarization, against 10% at 0.28</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t161" type="content_tags" ana="#content_tags.quantities[16]" resp="#tagger" cert="1.0">
        <label>20,000 cells/mm 3 — the neuronal density ASSUMED by the illuminated-cell estimate, in a legend that also says it ignores shadowing</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
    </spanGrp>
  </standOff>
  <text>
    <body>
      <p><note type="rights">The full text of this article is not redistributable, so it is
      not included here. The evidence sentences are withheld with it; the tag layer and its
      grounding status remain. The article itself is at https://doi.org/10.1152/jn.00153.2012.</note></p>
    </body>
  </text>
</TEI>
