{"id":"W2133209451","doi":"10.1176/appi.ps.201100118","title":"Validity of Hospital Admission as an Outcome Measure of Services for First-Episode Psychosis","year":2012,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Psychopathology; Psychosis; Bivariate analysis; Psychiatry; Medicine; Cohort; Cohort study; Prospective cohort study; Quality of life (healthcare); Logistic regression; Outcome (game theory); Psychology; Clinical psychology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01736875,0.0004326371,0.0006531457,0.001796135,0.0006110767,0.001619589,0.0008422883,0.0005395411,0.0008267683],"category_scores_gemma":[0.06278792,0.0002050597,0.001431739,0.001669939,0.001529019,0.0009898674,0.002297191,0.001133726,0.0001565381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130798,"about_ca_system_score_gemma":0.001625757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005613246,"about_ca_topic_score_gemma":0.004833328,"domain_scores_codex":[0.9880083,0.006170144,0.001509218,0.0008486761,0.002995036,0.0004686202],"domain_scores_gemma":[0.942738,0.02219591,0.02311818,0.004064239,0.006383816,0.001499851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001427189,0.00005772044,0.9961935,0.00002689549,0.0001387221,0.00001511963,0.0001882573,0.0001072596,0.00006138879,0.00008063489,0.00007589886,0.002911837],"study_design_scores_gemma":[0.0000151215,0.0002050988,0.9979736,0.000051394,0.00004746809,0.00007143521,0.0002972754,0.0007980765,0.0001531966,0.0001585148,0.0002198392,0.000008903946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955635,0.0004200858,0.001055808,0.0002149295,0.00006162769,0.0001240571,0.0005883761,0.00001103843,0.001960628],"genre_scores_gemma":[0.9986904,0.00008879536,0.0003602796,0.00003845351,0.00002226803,0.00004851748,0.0006259728,0.000005027065,0.0001202223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01736875,"threshold_uncertainty_score":0.09185582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341849003500914,"score_gpt":0.3430658946182707,"score_spread":0.3096474045832616,"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."}}