{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002533905,0.0003677268,0.0005044477,0.001442191,0.0008937262,0.001244269,0.000664303,0.0004715381,0.001347817],"category_scores_gemma":[0.004218876,0.0007903636,0.0009482034,0.002314777,0.0004066673,0.000891825,0.001091147,0.001064144,0.0003409495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007384314,"about_ca_system_score_gemma":0.001084148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02900371,"about_ca_topic_score_gemma":0.02832717,"domain_scores_codex":[0.9983743,0.0005472012,0.0002193008,0.0003144589,0.0002674732,0.0002771789],"domain_scores_gemma":[0.9964312,0.0005947014,0.001606595,0.0005087967,0.0003819286,0.0004767808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001056149,0.00005592025,0.9989355,0.0000131378,0.00009805938,0.00009029165,0.0001268168,0.0000189921,0.00007021233,0.00001437128,0.00007378285,0.0003972032],"study_design_scores_gemma":[0.00001861241,0.0001815004,0.9985624,0.00002149117,0.00007257658,0.0003573892,0.0004360001,0.0001358824,0.00003518177,0.00001742792,0.0001543533,0.000007058183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980983,0.0002225036,0.0001630971,0.00003664543,0.000007116217,0.00004855795,0.001230788,0.000004311432,0.0001887213],"genre_scores_gemma":[0.9983852,0.0002146783,0.0001761532,0.00002936084,0.00000913475,0.00003669296,0.001048045,0.000002685857,0.00009807453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02900371,"threshold_uncertainty_score":0.05766976,"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."}}