{"id":"W4385728260","doi":"10.1093/cercor/bhad297","title":"Increased noise relates to abnormal excitation-inhibition balance in schizophrenia: a combined empirical and computational study","year":2023,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Paul Scherrer Institut; Canadian Institutes of Health Research; European Commission","keywords":"Electroencephalography; Noise (video); Excitation; Neuroscience; Balance (ability); Population; Brain activity and meditation; Psychology; Chemistry; Physics; Computer science; Artificial intelligence; 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":[0.001186767,0.0003507352,0.0004084586,0.0005625463,0.0002078236,0.000471324,0.0004271672,0.0003038519,0.0006307963],"category_scores_gemma":[0.004766028,0.0002936121,0.0004911111,0.0003713647,0.0006420424,0.0007402104,0.000577628,0.0004633779,0.00003552571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007124073,"about_ca_system_score_gemma":0.0006746504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007662248,"about_ca_topic_score_gemma":0.008468839,"domain_scores_codex":[0.9998204,0.00007698034,0.00002026216,0.00003429548,0.00002289654,0.00002518057],"domain_scores_gemma":[0.9971896,0.002091381,0.0004005381,0.0001576407,0.00008414444,0.00007675743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007305147,0.0005369898,0.4064236,0.00020419,0.0005309992,0.0005606041,0.0003659524,0.5576637,0.01004926,0.008890023,0.000260263,0.01378386],"study_design_scores_gemma":[0.00002701306,0.0001186858,0.05795649,0.000012606,0.00008525119,0.000109835,0.0001288298,0.9366711,0.001240813,0.003565509,0.00006464622,0.000019296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976648,0.00002989528,0.002080048,0.00005675243,8.463993e-7,0.000003986835,0.00003472003,0.00000841454,0.0001206405],"genre_scores_gemma":[0.9991611,0.00003068019,0.0007267917,0.000004124006,8.365892e-7,0.000004085011,0.00004090814,0.000001936259,0.00002953694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007662248,"threshold_uncertainty_score":0.01523525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579703144001832,"score_gpt":0.2797048446425544,"score_spread":0.253907813202536,"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."}}