{"id":"W4214618720","doi":"10.1093/schbul/sbac029","title":"Increased Belief Instability in Psychotic Disorders Predicts Treatment Response to Metacognitive Training","year":2022,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Medical Research Council; Krembil Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Bundesministerium für Bildung und Forschung; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; Brain and Behavior Research Foundation","keywords":"Psychology; Probabilistic logic; Schizophrenia (object-oriented programming); Jumping; Computational model; Metacognition; Task (project management); Cognitive psychology; Cognition; Artificial intelligence; Psychiatry; Computer science; 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":[0.001028652,0.0002912057,0.0003028706,0.0003670097,0.0001590424,0.0007414995,0.0003089136,0.0004051895,0.001284364],"category_scores_gemma":[0.00887979,0.0001831915,0.000401566,0.0001858756,0.0004337547,0.0003987532,0.0004301856,0.0006456914,0.00007456384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008447075,"about_ca_system_score_gemma":0.0004953482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003538362,"about_ca_topic_score_gemma":0.004257608,"domain_scores_codex":[0.9997069,0.0001229129,0.00002690731,0.00005924095,0.00004330677,0.00004065343],"domain_scores_gemma":[0.9965627,0.001997892,0.0009000355,0.0002352311,0.0001105989,0.0001935765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001480977,0.0008957986,0.8816152,0.0001072115,0.00044402,0.000154396,0.0006320798,0.06779964,0.007206403,0.001152133,0.0002448499,0.03826727],"study_design_scores_gemma":[0.0001078159,0.0009698333,0.6803617,0.00005354549,0.0001869397,0.0002550699,0.0003319733,0.3073862,0.004040267,0.005995565,0.0002634109,0.0000476526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962792,0.00003739504,0.003211582,0.0001062939,0.000002659768,0.00001732261,0.00006213044,0.00002188351,0.0002616054],"genre_scores_gemma":[0.9988973,0.00001313426,0.0009823987,0.00000886717,8.874813e-7,0.000009186369,0.00004235199,0.000001073949,0.00004472459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003538362,"threshold_uncertainty_score":0.007035553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02654275085319859,"score_gpt":0.2919538260201766,"score_spread":0.265411075166978,"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."}}