{"id":"W4414612230","doi":"10.1177/07067437251380731","title":"Long-Stay Psychiatric Inpatients With and Without Intellectual and Developmental Disabilities: An Ontario Population-Based Study: Patients hospitalisés pour de longs séjours en psychiatrie avec ou sans déficiences intellectuelles et développementales,: Une étude fondée sur la population de l’Ontario","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Tech University; Centre for Addiction and Mental Health","funders":"","keywords":"Seclusion; Cognitive impairment; Intellectual disability; Psychiatric hospital; Public health; Social environment; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003628892,0.0003057282,0.0002963168,0.0007228157,0.00166952,0.0009492411,0.0006534418,0.0003865259,0.001794674],"category_scores_gemma":[0.0009953495,0.0005382618,0.0004908611,0.00192419,0.0006701733,0.0006218706,0.001001473,0.0005140469,0.0002501298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006608728,"about_ca_system_score_gemma":0.004444458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8219471,"about_ca_topic_score_gemma":0.8992323,"domain_scores_codex":[0.9994242,0.0000540123,0.00004732259,0.00009044039,0.0001960636,0.0001878963],"domain_scores_gemma":[0.9991422,0.00005524784,0.0003840582,0.00003369749,0.0001528488,0.0002319995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000340821,0.00002963867,0.9982765,0.00001925396,0.00002522642,0.00006886086,0.0007177863,0.00001064817,0.0001525942,0.00001064523,0.0001258611,0.000528836],"study_design_scores_gemma":[0.00000525283,0.00002374362,0.9990169,0.000009577796,0.000008047118,0.00003769255,0.0007243443,0.00002491658,0.000008807614,0.000003076334,0.0001354101,0.000002168527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986169,0.0001394548,0.00002514187,0.00005677577,0.000002600925,0.0000293844,0.0007062416,0.000001250895,0.0004221894],"genre_scores_gemma":[0.9986095,0.000261013,0.00004572246,0.00006025806,0.000007011237,0.00002966225,0.0006045278,0.00000123126,0.0003810078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1780529,"threshold_uncertainty_score":0.3582029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114355574636801,"score_gpt":0.2757427604828755,"score_spread":0.2643072030191955,"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."}}