{"id":"W4414055894","doi":"10.1016/j.bpsgos.2025.100606","title":"Cortical GABAergic Neuron Dysregulation in Schizophrenia Is Age Dependent","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry Global Open Science","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; Krembil Foundation; Takeda Pharmaceutical Company; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada; Roche; National Institutes of Health; Centre for Addiction and Mental Health; Simons Foundation","keywords":"GABAergic; Schizophrenia (object-oriented programming); Neuron; Pathological; Psychosis; Premovement neuronal activity","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":[0.0004603092,0.0004082449,0.0002877909,0.0007411054,0.0002840724,0.0003858432,0.0001596362,0.0002073251,0.00145644],"category_scores_gemma":[0.0005535954,0.0001629372,0.0003397802,0.0003869966,0.0002670351,0.0002351784,0.0004686793,0.0002940541,0.000247267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004593814,"about_ca_system_score_gemma":0.0003239809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004803968,"about_ca_topic_score_gemma":0.01008818,"domain_scores_codex":[0.9998395,0.00001766714,0.00001625205,0.00006004969,0.0000402597,0.00002625937],"domain_scores_gemma":[0.9996599,0.00003454777,0.0001855368,0.00002948801,0.00005733712,0.00003322592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001439162,0.0000443924,0.7285457,0.000342798,0.0005221924,0.000718157,0.000537342,0.001141776,0.2288097,0.0002897327,0.0008521492,0.03675692],"study_design_scores_gemma":[0.000005542874,0.00008192943,0.9906366,0.0000364053,0.00009831401,0.0006099222,0.000150232,0.0005478241,0.006658425,0.0003885794,0.0007731908,0.0000130336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993962,0.001498957,0.001662048,0.00005520235,0.00001061037,0.0000117544,0.00224148,0.00003422023,0.0005236929],"genre_scores_gemma":[0.9961444,0.0007872905,0.0009411299,0.00004688014,0.000007188357,0.00001920011,0.001755618,0.00001828926,0.000279933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004803968,"threshold_uncertainty_score":0.009552002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348011239982021,"score_gpt":0.3368940330223122,"score_spread":0.2934139206224921,"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."}}