{"id":"W2985178052","doi":"10.1111/eip.12893","title":"Psychiatric hospitalization following psychosis onset: A retrospective cohort study using health administrative data","year":2019,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"Ontario Mental Health Foundation","keywords":"Psychosis; Medicine; Psychiatry; Cohort; Retrospective cohort study; Psychological intervention; Cohort study","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001014524,0.0002674191,0.00055908,0.0005231683,0.0001212376,0.00008926106,0.0002946827,0.00009440922,0.0003367602],"category_scores_gemma":[0.00006257667,0.0002532768,0.0002848548,0.001021435,0.00002599541,0.000405442,0.0001073627,0.0003971159,0.0001262917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005628215,"about_ca_system_score_gemma":0.0003839086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374643,"about_ca_topic_score_gemma":0.003869694,"domain_scores_codex":[0.9968292,0.0003050717,0.0007757485,0.0009259086,0.0007421426,0.0004219449],"domain_scores_gemma":[0.9982002,0.00002335438,0.0003171553,0.001157366,0.00009038189,0.0002115832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001296296,0.003713279,0.9923542,0.00007515743,0.0005804402,0.00001459409,0.0003470766,0.00000174605,0.000001271665,0.0002970634,0.0007001954,0.0006187382],"study_design_scores_gemma":[0.008324343,0.005217107,0.9828679,0.0005058631,0.0001429379,0.000019416,0.001457726,0.0003917553,0.000001853039,0.0008716474,0.00001055715,0.0001889195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989891,0.001103121,0.0004271237,0.00136104,0.002938771,0.00385287,0.00006674329,0.00007449821,0.0002848122],"genre_scores_gemma":[0.9937541,0.00002542231,0.005354472,0.00009227997,0.0001464725,0.0001078159,0.0002502256,0.00004524989,0.0002239359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009486266,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04186060909356341,"score_gpt":0.4023360389974826,"score_spread":0.3604754299039192,"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."}}