{"id":"W3198678684","doi":"10.1016/j.ijpsycho.2021.07.376","title":"Classification of Schizophrenia EEG Based on Gamma-Band Brain Network","year":2021,"lang":"en","type":"article","venue":"International Journal of Psychophysiology","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Neuroscience; Superior frontal gyrus; Gyrus; Schizophrenia (object-oriented programming); Middle frontal gyrus; Electroencephalography; Superior temporal gyrus; Psychology; Middle temporal gyrus; Inferior frontal gyrus; Audiology; Medial frontal gyrus; Cognition; Medicine; Functional magnetic resonance imaging; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000203929,0.0004336119,0.0001571324,0.001163829,0.0001809556,0.0003058229,0.0000902106,0.0001813156,0.001558141],"category_scores_gemma":[0.0005889407,0.0000526455,0.0002891022,0.0004446053,0.0001443661,0.0002010939,0.0002355337,0.0001555941,0.0001944381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459337,"about_ca_system_score_gemma":0.0001647406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002241108,"about_ca_topic_score_gemma":0.002426984,"domain_scores_codex":[0.9999371,0.00001179364,0.0000059402,0.00001035812,0.00001536292,0.00001941943],"domain_scores_gemma":[0.9998683,0.00003975638,0.00002293251,0.000008054099,0.00004104276,0.00001999576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003276175,0.0002169542,0.3651754,0.0003321554,0.0003738411,0.001874076,0.000586979,0.006599299,0.3175125,0.001631401,0.00217157,0.3002497],"study_design_scores_gemma":[0.00004642589,0.0003700313,0.9337416,0.00004880244,0.0001996521,0.001635742,0.0005556378,0.04381724,0.01654713,0.002010008,0.0009908756,0.00003675106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773647,0.0006480511,0.01779246,0.0001083472,0.00004620302,0.000090368,0.0009997309,0.0001134967,0.002836611],"genre_scores_gemma":[0.9965969,0.0002397638,0.002311301,0.000009188677,0.00001501265,0.00002011859,0.0003853755,0.000007493946,0.0004148111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002241108,"threshold_uncertainty_score":0.005212545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513705575386123,"score_gpt":0.3014384265536264,"score_spread":0.2763013707997652,"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."}}