{"id":"W24732417","doi":"10.1177/070674370705200904","title":"A Multisite Canadian Study of Outcome of First-Episode Psychosis Treated in Publicly Funded Early Intervention Services","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Western University; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"dup; Psychopathology; Psychosis; Mental health; Intervention (counseling); Psychiatry; Medicine; Covariate; Outcome (game theory); Schizophrenia (object-oriented programming); Ethnic group; Psychology; Clinical psychology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000969382,0.0004812328,0.0005792671,0.0009563486,0.003740397,0.0009476931,0.001112511,0.0006385597,0.002006919],"category_scores_gemma":[0.002400802,0.0004046865,0.0005821153,0.002431314,0.0006097578,0.0004678513,0.001117346,0.001184474,0.0002089909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01677135,"about_ca_system_score_gemma":0.01385955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9553625,"about_ca_topic_score_gemma":0.9761559,"domain_scores_codex":[0.9989464,0.0001605322,0.0000509123,0.0001462078,0.0003048217,0.0003910417],"domain_scores_gemma":[0.9983569,0.0001024598,0.0004520607,0.00006894329,0.0005058448,0.0005138245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002314811,0.0001785616,0.9947319,0.0000297808,0.0000550206,0.00009951624,0.001144894,0.00005299309,0.0002043955,0.00006850025,0.0005965366,0.002606295],"study_design_scores_gemma":[0.00002684234,0.00007826185,0.9983085,0.00002007668,0.00001938312,0.00007811243,0.001051529,0.0001098972,0.00003114449,0.00001655078,0.0002505464,0.000009116783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979657,0.0001426985,0.00003627507,0.0001089597,0.000005464237,0.00005380638,0.001165998,0.000002543827,0.0005185654],"genre_scores_gemma":[0.9985228,0.0001132434,0.0001231194,0.00006527665,0.000003947241,0.00003962016,0.000826966,0.00000214062,0.0003028335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0446375,"threshold_uncertainty_score":0.1216853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722397085419462,"score_gpt":0.317332907061017,"score_spread":0.2901089362068224,"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."}}