{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444396,0.0002019603,0.0003960714,0.00113654,0.0001764086,0.0006625891,0.0002293757,0.0004020134,0.001227522],"category_scores_gemma":[0.003824593,0.00007506079,0.0003109898,0.001269071,0.0004988009,0.0004647461,0.0004680244,0.0005058012,0.0001090164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006354392,"about_ca_system_score_gemma":0.000482997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002526704,"about_ca_topic_score_gemma":0.003543716,"domain_scores_codex":[0.999577,0.0002063148,0.00005060172,0.00003041214,0.0001063335,0.00002940463],"domain_scores_gemma":[0.9983258,0.0006248265,0.0006799363,0.00003407657,0.0001151022,0.0002203698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004779358,0.0002405686,0.8519548,0.001957273,0.0004468734,0.0003132878,0.0005401672,0.000563117,0.0002534935,0.0007099761,0.001107129,0.1414354],"study_design_scores_gemma":[0.000008466664,0.0002238017,0.9969918,0.0003528751,0.00006438805,0.0004686437,0.0002004979,0.0001669503,0.00003556687,0.000525975,0.0009528174,0.000008211669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7312551,0.2540229,0.0004600208,0.00482508,0.00009595075,0.00008026471,0.001921315,0.00002529291,0.007313972],"genre_scores_gemma":[0.9735776,0.0253233,0.000264566,0.000138103,0.00005569891,0.00002353924,0.0003935167,0.000001866939,0.0002219503],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002526704,"threshold_uncertainty_score":0.007638812,"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."}}