{"id":"W4410218966","doi":"10.1016/j.celrep.2025.115678","title":"Reliable sensory processing of superficial cortical interneurons is modulated by behavioral state","year":2025,"lang":"en","type":"article","venue":"Cell Reports","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; Fonds de recherche du Québec – Nature et technologies; Fondation Bertarelli; Natural Sciences and Engineering Research Council of Canada; Nancy Lurie Marks Family Foundation","keywords":"Neuroscience; Sensory processing; Sensory system; Cortical neurons; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002014964,0.0002092409,0.0002259144,0.0002667552,0.0001046396,0.0003806017,0.000196209,0.0001864838,0.0005178479],"category_scores_gemma":[0.0006593849,0.0001732308,0.0001438094,0.0001010434,0.0002394788,0.0002165368,0.0003644057,0.0003290121,0.00009216397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143242,"about_ca_system_score_gemma":0.0001118752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005335855,"about_ca_topic_score_gemma":0.001479731,"domain_scores_codex":[0.9998611,0.00001510778,0.00001103778,0.0000350451,0.00003812758,0.00003953608],"domain_scores_gemma":[0.9995403,0.0001148523,0.0001703786,0.0000409426,0.00004696604,0.0000865771],"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":[0.0000694487,0.000008593729,0.003116745,0.00001211039,0.000006602791,0.00001587198,0.0000288452,0.000103532,0.9951467,0.0000189912,0.00000791258,0.00146461],"study_design_scores_gemma":[0.00001910329,0.0003676099,0.494231,0.0000144557,0.00005994203,0.0002220114,0.0001691518,0.007442738,0.4970394,0.0001834527,0.000221989,0.00002919592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991036,0.00003943954,0.0006409351,0.000008337212,0.000001361014,0.000002057599,0.00003340462,0.00001512601,0.0001558304],"genre_scores_gemma":[0.9993551,0.00003338808,0.0003837424,0.000008823966,0.00000162324,0.000004590137,0.00004236017,0.000007928035,0.0001624158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005335855,"threshold_uncertainty_score":0.001732349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122018096442276,"score_gpt":0.2739654095989491,"score_spread":0.2527452286345264,"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."}}