{"id":"W4413700125","doi":"10.1002/advs.202506833","title":"Dynamic Neural Deactivation Bridges Direct and Competitive Inhibition Processes","year":2025,"lang":"en","type":"article","venue":"Advanced Science","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Manchester Biomedical Research Centre; Shenzhen-Hong Kong Institute of Brain Science; Shenzhen Fundamental Research Program; National Natural Science Foundation of China; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Sensory system; Neuroscience; Inhibitory postsynaptic potential; Neuroimaging; Neural substrate; Cognition; Feed forward; Stimulus modality; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004085187,0.0004873593,0.000297084,0.0003888484,0.0001747948,0.0006080165,0.0005330899,0.0002866313,0.001314983],"category_scores_gemma":[0.001459987,0.0001604554,0.0002658724,0.0002271133,0.0008454875,0.0008396303,0.0009763346,0.0005497817,0.0001733804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004181046,"about_ca_system_score_gemma":0.0003613957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007524607,"about_ca_topic_score_gemma":0.0009665692,"domain_scores_codex":[0.9997262,0.00004249545,0.0000178414,0.00006905182,0.0000980066,0.00004636087],"domain_scores_gemma":[0.9995078,0.0001987459,0.0001353769,0.00006218632,0.00004974716,0.00004614539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004221758,0.00008899677,0.008132729,0.0002290183,0.0001094482,0.0003683249,0.0006823066,0.003080434,0.8951022,0.01261056,0.000195858,0.07897794],"study_design_scores_gemma":[0.00007001479,0.001158781,0.4419807,0.0001434398,0.0002739463,0.002623014,0.0008698451,0.04634941,0.4321814,0.06592905,0.008316845,0.0001036238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855891,0.002030656,0.0977516,0.0003066652,0.00004049104,0.00007090835,0.0002012432,0.0002411901,0.01376818],"genre_scores_gemma":[0.9930098,0.0003920398,0.005300905,0.00003189506,0.00001124343,0.0000261135,0.0000792299,0.00002985676,0.001118925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001314983,"threshold_uncertainty_score":0.004399121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009959559889821458,"score_gpt":0.2701235714382951,"score_spread":0.2601640115484737,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}