{"id":"W1853830092","doi":"10.1093/schbul/sbv091","title":"Specificity of Incident Diagnostic Outcomes in Patients at Clinical High Risk for Psychosis","year":2015,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Mental Health","keywords":"Psychosis; Anxiety; Mood disorders; Bipolar disorder; Mood; Psychiatry; Logistic regression; Psychology; Internal medicine; Clinical psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001046353,0.0002923398,0.0009002205,0.0002378175,0.00006549998,0.00001552576,0.0002126754,0.0001846882,0.0003328429],"category_scores_gemma":[0.006960169,0.0002259781,0.0003434753,0.0002179585,0.0001636593,0.00002946665,0.0001690337,0.0003525408,0.0005043461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003250746,"about_ca_system_score_gemma":0.0001836466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006996435,"about_ca_topic_score_gemma":0.0007150229,"domain_scores_codex":[0.9969181,0.0002526549,0.0009979742,0.0005731849,0.0007597848,0.0004982308],"domain_scores_gemma":[0.9963947,0.001672634,0.0003189914,0.0006546598,0.0003573074,0.0006016926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04086267,0.002255841,0.9319317,0.00003352798,0.0001684742,0.00002365913,0.00003869726,0.000004961565,0.00000158675,0.0002145483,0.01543683,0.009027482],"study_design_scores_gemma":[0.04218448,0.002730919,0.9502666,0.00008934474,0.0001437735,0.000002439543,0.00002258041,0.00001250185,0.0002390549,0.001288718,0.002836399,0.0001832134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944369,0.0002217812,0.00003125302,0.002643729,0.0005165584,0.001750629,0.0002369099,0.00004318915,0.0001190551],"genre_scores_gemma":[0.9858229,0.0001796186,0.01293079,0.0001198204,0.0001925005,0.0002385868,0.0001470317,0.00004365068,0.0003250878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01833486,"threshold_uncertainty_score":0.9215118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719442199196207,"score_gpt":0.3317781217351262,"score_spread":0.2945836997431641,"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."}}