{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001889349,0.0001390612,0.0001653258,0.0002639566,0.0001638619,0.00008112579,0.00007771446,0.00004800131,0.00002546877],"category_scores_gemma":[0.0003389395,0.000134995,0.00002899816,0.001010463,0.00004803203,0.0002414884,0.00009483162,0.000175372,0.0001474644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000414382,"about_ca_system_score_gemma":0.00003346389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004603385,"about_ca_topic_score_gemma":0.00006092829,"domain_scores_codex":[0.9985999,0.0001463556,0.0002719353,0.0004646372,0.0002814214,0.0002356877],"domain_scores_gemma":[0.9993168,0.0003521584,0.00005816775,0.0001159288,0.00003821477,0.000118785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001770026,0.0008748219,0.8845598,0.00005015944,0.00001343589,0.0003949716,0.001754036,0.006146932,0.0945285,0.005097442,0.002645221,0.002164647],"study_design_scores_gemma":[0.001964919,0.0004096736,0.8885527,0.00001746888,0.000004608597,0.000009746867,0.0001005614,0.1042865,0.000159492,0.004337606,0.0000100095,0.0001467734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978333,0.000001922008,0.00008772271,0.001031426,0.0001678091,0.0005686414,0.00002263483,0.0001543711,0.00013219],"genre_scores_gemma":[0.9987056,0.000001912581,0.00008983649,0.0009313403,0.00003734362,0.00005089203,0.00005000022,0.00001594514,0.0001171699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09813952,"threshold_uncertainty_score":0.5504935,"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."}}