{"id":"W4311617740","doi":"10.1101/2022.12.04.518156","title":"Stimulus information guides the emergence of behavior related signals in primary somatosensory cortex during learning","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Institute for Advanced Research; University of Toronto; Mila - Quebec Artificial Intelligence Institute; Montreal Neurological Institute and Hospital; The Scarborough Hospital","funders":"Alliance de recherche numérique du Canada; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Wellcome Trust; Canadian Institute for Advanced Research","keywords":"Sensory system; Somatosensory system; Neuroscience; Stimulus (psychology); Perception; Population; Psychology; Sensory cortex; Secondary somatosensory cortex; Cognitive psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001305124,0.0002011618,0.0002636065,0.0001869101,0.0001369504,0.0004465669,0.0002477652,0.000272855,0.001074995],"category_scores_gemma":[0.0005121349,0.0002133893,0.0002301009,0.0001274093,0.0003829238,0.0003936193,0.0004163615,0.0005750618,0.0001514691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004458104,"about_ca_system_score_gemma":0.0003566557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313742,"about_ca_topic_score_gemma":0.001610205,"domain_scores_codex":[0.9999012,0.000006477328,0.000004874093,0.00002044194,0.0000337156,0.00003333027],"domain_scores_gemma":[0.9996364,0.00008602376,0.0001009869,0.00003483648,0.00005901061,0.00008276408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004998495,0.00001049198,0.001472467,0.00002128932,0.000004744833,0.00001904929,0.00002716886,0.0005359225,0.9954746,0.000126753,0.00003587781,0.002221706],"study_design_scores_gemma":[0.00001557421,0.0003036796,0.3239794,0.00002030369,0.00002454677,0.0001271299,0.0001931445,0.02608475,0.6475372,0.001185943,0.0005090008,0.00001921912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915776,0.0001228312,0.007365525,0.00004836513,0.000008173558,0.000007597472,0.0001234982,0.00009490526,0.0006514885],"genre_scores_gemma":[0.9979905,0.00005663063,0.001420716,0.00001446389,0.000002171588,0.000007831489,0.00005462442,0.00001677268,0.0004364107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001313742,"threshold_uncertainty_score":0.003596246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513679356953515,"score_gpt":0.2227776848992118,"score_spread":0.2076408913296766,"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."}}