{"id":"W2017403857","doi":"10.12927/hcq.2007.18818","title":"CIHI Survey: Hospital Readmissions for Patients with Mental Illness in Canada","year":2007,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Canadian Institute for Health Information","funders":"","keywords":"Mental illness; Medicine; Revolving door; Mental health; Psychiatry; Health care; Acute care; Family medicine","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":[0.0005820226,0.0003944152,0.000614025,0.002904137,0.001915977,0.0009356122,0.001570064,0.0004418321,0.003407684],"category_scores_gemma":[0.00264043,0.0003703624,0.0006383233,0.009129791,0.0002757706,0.0004442838,0.0008970868,0.0009697999,0.0005792196],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02590442,"about_ca_system_score_gemma":0.02814867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992191,"about_ca_topic_score_gemma":0.9950649,"domain_scores_codex":[0.9987097,0.00007548913,0.0001711502,0.0001371176,0.0006137864,0.0002927241],"domain_scores_gemma":[0.9959115,0.0001375915,0.0007909606,0.00009783919,0.00238481,0.0006773896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001192066,0.00007225564,0.9661723,0.0001881047,0.0001073955,0.00007988991,0.0004773378,0.0002111681,0.0001268835,0.0001198614,0.02678855,0.005537217],"study_design_scores_gemma":[0.0000117546,0.00001367466,0.9974287,0.00003427915,0.00001369525,0.0000432164,0.0003362851,0.0002042751,0.00003281895,0.000009386595,0.001862721,0.000009233133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6455556,0.002017842,0.0003024961,0.001213321,0.00007659233,0.0005641161,0.3413767,0.0001238568,0.008769549],"genre_scores_gemma":[0.8831643,0.002072157,0.0005357303,0.0005687665,0.00003983717,0.0002953777,0.1097118,0.00003296846,0.003579055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9740956,"threshold_uncertainty_score":0.1879506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540485905974271,"score_gpt":0.3028569962852786,"score_spread":0.2874521372255359,"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."}}