{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004712995,0.0002543576,0.0005337188,0.0002296638,0.0001093705,0.00001373138,0.0003036115,0.0001559068,0.0001866449],"category_scores_gemma":[0.00003130984,0.0001878612,0.0002909609,0.0004366736,0.00002921284,0.000310737,0.00004729606,0.0001207767,0.00003030663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003730323,"about_ca_system_score_gemma":0.00004619736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429275,"about_ca_topic_score_gemma":0.0009824499,"domain_scores_codex":[0.9979454,0.00006255274,0.0005324695,0.0003285414,0.0006671877,0.0004638233],"domain_scores_gemma":[0.998032,0.0001310846,0.0003337358,0.0006187953,0.0003250674,0.000559286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002946207,0.002674321,0.9887204,0.002912288,0.0001784739,7.508915e-7,0.0005817555,9.194495e-7,0.00005814405,0.0002547281,0.0001301835,0.0015419],"study_design_scores_gemma":[0.006350487,0.004217017,0.9812273,0.0001394839,0.000687048,0.00001015165,0.000838066,0.0002028854,0.002935625,0.001535155,0.001596635,0.0002601487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930085,0.002700491,0.00003083498,0.001940301,0.0007140486,0.001044306,0.00008513687,0.0000554107,0.000420948],"genre_scores_gemma":[0.9896595,0.0001620811,0.009220208,0.0001606788,0.0005124237,0.000110297,0.0000981893,0.00003680841,0.00003983571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009189373,"threshold_uncertainty_score":0.7660757,"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."}}