{"id":"W2139525458","doi":"10.1093/schbul/sbi031","title":"First-Episode Psychosis: Psychopathology, Quality of Life, and Functional Outcome","year":2005,"lang":"en","type":"review","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":289,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Psychopathology; Psychology; Psychosis; Schizophrenia (object-oriented programming); Quality of life (healthcare); Clinical psychology; Outcome (game theory); Cognition; Psychiatry; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001001389,0.0008890371,0.003845609,0.0005986047,0.0001756986,0.0000406256,0.0002735834,0.0007228378,0.002558255],"category_scores_gemma":[0.0008069015,0.0006701372,0.001172326,0.0004376084,0.0004318735,0.00003659652,0.0001958402,0.001198665,0.001188677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637703,"about_ca_system_score_gemma":0.0003229893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001683608,"about_ca_topic_score_gemma":0.0003385545,"domain_scores_codex":[0.9948255,0.0004350444,0.002039698,0.001171154,0.0008449723,0.0006836606],"domain_scores_gemma":[0.996437,0.0005872319,0.0007917386,0.001194977,0.0001926886,0.0007963922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01054337,0.000991866,0.005807275,0.01714322,0.001209746,0.00006149114,0.00001039968,4.182773e-7,2.766693e-7,0.001540111,0.01629532,0.9463965],"study_design_scores_gemma":[0.007294052,0.0003942948,0.01937535,0.003715342,0.00102523,0.000318035,0.000007121726,0.000001060235,2.74803e-7,0.0001580033,0.9672002,0.0005110862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007642607,0.9926172,0.00003033719,0.003519452,0.0004215887,0.001666603,0.0002993309,0.0001255671,0.0005556765],"genre_scores_gemma":[0.0005015715,0.9858426,0.01039762,0.0001992335,0.0008354587,0.0006155977,0.0003014098,0.0001258079,0.001180714],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9509048,"threshold_uncertainty_score":0.999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09702880782895601,"score_gpt":0.3870859043378213,"score_spread":0.2900570965088653,"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."}}