{"id":"W2280877500","doi":"10.4088/jcp.14m09369","title":"How Age and Gender Predict Illness Course in a First-Episode Nonaffective Psychosis Cohort","year":2016,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychosis; Schizophrenia (object-oriented programming); Age of onset; Medicine; Young adult; Cohort; Psychology; Cohort study; Psychiatry; Severity of illness; Pediatrics; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001205776,0.0003049102,0.0003352028,0.0004425453,0.0005050915,0.0009105456,0.0003656071,0.0005625531,0.001796519],"category_scores_gemma":[0.005471334,0.0002972179,0.0005188395,0.0003865064,0.000316845,0.0006481913,0.0005180338,0.0007942266,0.0003129946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003535052,"about_ca_system_score_gemma":0.000444349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415045,"about_ca_topic_score_gemma":0.01454198,"domain_scores_codex":[0.9995814,0.0001411682,0.00002372769,0.0001078953,0.00005494879,0.00009095304],"domain_scores_gemma":[0.998174,0.000484538,0.0005908761,0.000159578,0.0001364849,0.0004545746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001017471,0.00001559775,0.9989795,0.000001475052,0.00002838093,0.00005753191,0.0001260982,0.00004088402,0.00007273796,0.000009779393,0.00005618664,0.0005099064],"study_design_scores_gemma":[0.000005686527,0.00006801985,0.9988047,0.000004926768,0.00001885001,0.0002237533,0.0003144027,0.0004214147,0.0000244055,0.00004817914,0.00006130273,0.00000436049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999649,0.00006344092,0.0000342759,0.00004567334,0.000004424644,0.000002317049,0.00009800652,0.000001172625,0.00010162],"genre_scores_gemma":[0.999661,0.00004030068,0.00002742738,0.00001370556,0.000003751355,0.000002255623,0.000121608,0.000001478199,0.0001284258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01415045,"threshold_uncertainty_score":0.02813613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05004517408035891,"score_gpt":0.3940739883083593,"score_spread":0.3440288142280004,"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."}}