{"id":"W271843817","doi":"10.1177/070674371305800102","title":"Identifying a Treatable Psychosis-Risk Cohort","year":2013,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Mental Health; University of Melbourne; University of Birmingham","keywords":"Psychosis; Psychiatry; Cohort; Medicine; Psychology; Cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009295129,0.0003046859,0.0003698473,0.0009968147,0.001257641,0.0009382278,0.0008862511,0.0008028575,0.003205814],"category_scores_gemma":[0.003173125,0.0003623603,0.0005368124,0.000607985,0.0002674698,0.0008410973,0.001093962,0.001247963,0.0009048308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005158549,"about_ca_system_score_gemma":0.0007125316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008697276,"about_ca_topic_score_gemma":0.007602516,"domain_scores_codex":[0.9992836,0.000187706,0.00004259654,0.0001756716,0.000159538,0.0001509197],"domain_scores_gemma":[0.9994273,0.00005905974,0.0001176756,0.0001307282,0.00006867789,0.0001966178],"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":[0.0006613552,0.0003569744,0.9782307,0.00004323635,0.00009714114,0.0009364621,0.0006452456,0.0001524491,0.001363823,0.001146549,0.003364578,0.01300165],"study_design_scores_gemma":[0.00009663297,0.0007315173,0.986079,0.0001110898,0.0001663687,0.002847357,0.001247497,0.002018998,0.0004277188,0.001911795,0.004313722,0.0000481611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9860977,0.0009531883,0.003331637,0.001121615,0.0001341969,0.0004887988,0.003289703,0.00008089963,0.004502299],"genre_scores_gemma":[0.9951079,0.0005703858,0.001163254,0.0003544919,0.00006187834,0.000263967,0.001287795,0.00002240085,0.00116779],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008697276,"threshold_uncertainty_score":0.01729327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391768238327209,"score_gpt":0.282272694674952,"score_spread":0.25835501229168,"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."}}