{"id":"W2996371237","doi":"10.1016/j.schres.2019.12.002","title":"Predictive validity of conversion from the clinical high risk syndrome to frank psychosis","year":2019,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institute of Mental Health; Commonwealth of Massachusetts; State of Connecticut Department of Mental Health and Addiction Services","keywords":"Psychosocial; Psychosis; Psychiatry; Schizophrenia (object-oriented programming); Antipsychotic; Predictive validity; Medical prescription; Medicine; Psychology; Clinical psychology","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":[0.001789734,0.0006006437,0.0003992867,0.001597625,0.0006006079,0.001014535,0.0007139005,0.001010386,0.004135735],"category_scores_gemma":[0.02236975,0.0002934629,0.0007579416,0.0006135646,0.00117197,0.0007730478,0.001834411,0.001454561,0.0003344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809422,"about_ca_system_score_gemma":0.0007210232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00340551,"about_ca_topic_score_gemma":0.003661821,"domain_scores_codex":[0.9986028,0.0006022723,0.0001691225,0.0002049199,0.0003012236,0.0001197051],"domain_scores_gemma":[0.9875932,0.005060575,0.00404081,0.001139442,0.000797816,0.001368041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004050749,0.00007434529,0.9955468,0.00001819539,0.00007027817,0.0003015645,0.0001725633,0.0002018503,0.0003309352,0.0003868379,0.0001211947,0.002370403],"study_design_scores_gemma":[0.00002115934,0.0001694001,0.9940911,0.00003548781,0.0000634028,0.001936745,0.0005593882,0.001549842,0.0001833066,0.001200925,0.0001743501,0.00001506161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949182,0.0002080296,0.0002996723,0.0001788637,0.00003475187,0.00002961947,0.000233326,0.00001332616,0.004084261],"genre_scores_gemma":[0.99949,0.00004291907,0.0001907302,0.00001766335,0.000009268075,0.000006918178,0.0001493223,0.000002429899,0.0000906223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004135735,"threshold_uncertainty_score":0.01383537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08125672400514669,"score_gpt":0.3983714431606547,"score_spread":0.317114719155508,"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."}}