{"id":"W4412468685","doi":"10.1017/s0033291725100627","title":"Cognitive change 5+ years since the onset of a psychotic disorder: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Psychological Medicine","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas College","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McGill University","keywords":"Verbal fluency test; Cognition; Working memory; Psychology; Verbal memory; Meta-analysis; Visual memory; Verbal learning; Schizophrenia (object-oriented programming); Clinical psychology; Psychiatry; Medicine; Neuropsychology","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":[0.001326367,0.0005414637,0.01121875,0.000461319,0.00005348636,0.000008413858,0.0003273235,0.0002187849,0.0007806444],"category_scores_gemma":[0.00275273,0.0002055394,0.002014108,0.002370969,0.0005814587,0.00001905844,0.00008915957,0.0006064245,0.00003758224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003399256,"about_ca_system_score_gemma":0.00004053719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003498928,"about_ca_topic_score_gemma":0.00002171223,"domain_scores_codex":[0.9958354,0.001139007,0.001267575,0.0007583378,0.000664831,0.0003349016],"domain_scores_gemma":[0.9949946,0.002908666,0.0006022545,0.001073551,0.0001678159,0.000253138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001454376,0.0004190449,0.000003170092,0.7953762,0.1533998,0.0001767893,0.00004103256,1.029249e-9,2.79579e-9,0.0001333248,0.0003929265,0.04991233],"study_design_scores_gemma":[0.000801626,0.0008330576,0.0002327746,0.1540838,0.8418562,0.0002146556,0.00002625734,3.042098e-7,4.11595e-9,0.00008726625,0.001734346,0.0001296119],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003454306,0.9827656,0.00002508374,0.007734016,0.00003642243,0.00897651,0.0002004011,0.00002800577,0.0002304799],"genre_scores_gemma":[0.0006622686,0.9916695,0.00007027954,0.00291787,0.00004308383,0.003955276,0.0001953159,0.00001901959,0.0004673819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6884565,"threshold_uncertainty_score":0.8547508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2726007681370271,"score_gpt":0.4957034639641527,"score_spread":0.2231026958271256,"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."}}