{"id":"W3175958631","doi":"10.1192/bjo.2021.151","title":"Beta-frequency electrophysiological bursts: BOLD correlates and relationships with psychotic illness","year":2021,"lang":"en","type":"article","venue":"BJPsych Open","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Lawson Health Research Institute","funders":"","keywords":"Electroencephalography; Psychology; Neuroscience; Functional magnetic resonance imaging; Beta Rhythm; Schizophrenia (object-oriented programming); Electrophysiology; BETA (programming language); Brain activity and meditation; Psychosis; Functional imaging; Audiology; Psychiatry; Medicine","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":[0.0001480365,0.0002085032,0.0001675586,0.0003657661,0.0001470746,0.0002431907,0.0000776642,0.0002088793,0.001182936],"category_scores_gemma":[0.0009601383,0.0001053966,0.00008305404,0.0002232837,0.0001611017,0.0001558304,0.0001900114,0.0001614331,0.0001190883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007395117,"about_ca_system_score_gemma":0.00005142539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000411398,"about_ca_topic_score_gemma":0.0007050931,"domain_scores_codex":[0.9999362,0.0000116075,0.00001093465,0.00001672446,0.00001254851,0.000011936],"domain_scores_gemma":[0.9994784,0.0001228381,0.0002814979,0.00002042944,0.00003521226,0.00006155311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001045994,0.000104215,0.9545794,0.00007101256,0.00006777855,0.0004517392,0.0003710371,0.0001400607,0.0304812,0.00005041094,0.00008194912,0.01255512],"study_design_scores_gemma":[0.000005488286,0.0001104044,0.9986577,0.000004006174,0.000008592606,0.0005304614,0.00008277227,0.00008102065,0.0004308202,0.00004204266,0.00004470376,0.000001914353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995492,0.0001031169,0.00009754731,0.00001188522,8.996365e-7,0.000004131321,0.00006074348,0.000002266237,0.0001701562],"genre_scores_gemma":[0.9996156,0.00007046573,0.0001388734,0.000005875222,0.000003037671,0.000005509216,0.0000937197,8.790291e-7,0.00006611743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001182936,"threshold_uncertainty_score":0.003957331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05887192198584121,"score_gpt":0.3018424032003268,"score_spread":0.2429704812144856,"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."}}