{"id":"W2049901097","doi":"10.1016/j.schres.2006.04.018","title":"Diagnostic stability over one year in first-episode psychosis","year":2006,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; University of Calgary","funders":"","keywords":"Schizophreniform disorder; Schizophrenia (object-oriented programming); Psychosis; Schizophrenia spectrum; Medical diagnosis; Psychiatry; Psychology; Diagnosis of schizophrenia; Prospective cohort study; Clinical psychology; Medicine; Schizoaffective disorder; Internal 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":[0.001450516,0.0002510745,0.0006931574,0.002828133,0.001373467,0.001410977,0.0007668863,0.0009291777,0.001014934],"category_scores_gemma":[0.01642242,0.000221898,0.0007578906,0.001978382,0.0007159833,0.001239691,0.001737456,0.001093282,0.000278005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861632,"about_ca_system_score_gemma":0.001299973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03806381,"about_ca_topic_score_gemma":0.0386313,"domain_scores_codex":[0.9990307,0.0002547649,0.0001218587,0.000122063,0.0001946574,0.0002760591],"domain_scores_gemma":[0.9926547,0.001238222,0.003288273,0.0002456045,0.001382706,0.001190568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007163718,0.00005160962,0.9950426,0.00001528229,0.00003479406,0.0001635244,0.0006808998,0.00004803861,0.0001220164,0.00004068089,0.0001223655,0.002961812],"study_design_scores_gemma":[0.000005472552,0.00007970696,0.9989051,0.00000654955,0.00001603298,0.0001758912,0.0005818964,0.00006479159,0.00003074164,0.00003965783,0.0000876708,0.000006478218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987774,0.0004419921,0.00002473628,0.0001039892,0.00001458298,0.000005938462,0.0002274294,0.000003537486,0.0004004643],"genre_scores_gemma":[0.9993486,0.0000982546,0.0000187002,0.00001480923,0.000007684323,0.000004331059,0.0003901944,0.000001289596,0.0001161279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03806381,"threshold_uncertainty_score":0.07568455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05794944915960647,"score_gpt":0.3535887057655155,"score_spread":0.2956392566059091,"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."}}