{"id":"W4410051008","doi":"10.1016/j.jamda.2025.105610","title":"Long-Term Care Ownership and Operator Factors in Probable Delirium: A Population-Based Study from Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Public Health; University of Ottawa; Bruyère; Ottawa Hospital","funders":"Institut canadien d'information sur la santé; Ministry of Long-Term Care; Institute for Clinical Evaluative Sciences; Department of Emergency Medicine, Faculty of Medicine, University of Ottawa; Ministry of Health, Ontario","keywords":"Delirium; Medicine; Odds; Odds ratio; Minimum Data Set; Logistic regression; Long-term care; Population; Demography; Cross-sectional study; Gerontology; Nursing homes; Environmental health; Psychiatry; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007149425,0.0006052782,0.0007801266,0.001630762,0.00484358,0.002196882,0.001825484,0.001013542,0.002819499],"category_scores_gemma":[0.002530342,0.0009502273,0.00125006,0.005564468,0.001355334,0.0009093557,0.001293362,0.001280277,0.0003525038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02180768,"about_ca_system_score_gemma":0.02903836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892616,"about_ca_topic_score_gemma":0.9948807,"domain_scores_codex":[0.9987012,0.0001079701,0.0001325327,0.0002518787,0.0003879319,0.0004185784],"domain_scores_gemma":[0.9961565,0.0002282753,0.0008668423,0.0001417307,0.001642969,0.0009637347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005957713,0.00004451648,0.997288,0.00002420231,0.00006031989,0.0001180247,0.0009964227,0.00002825503,0.0001060366,0.00005458295,0.0005020202,0.000718176],"study_design_scores_gemma":[0.00001413918,0.00002631802,0.997244,0.00003461148,0.00004151125,0.00007766364,0.002038568,0.0001089653,0.00001738585,0.00001867602,0.000366588,0.00001159418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955843,0.0005081792,0.0000956294,0.0002812801,0.00002022501,0.00004601289,0.002030096,0.000005031312,0.001429323],"genre_scores_gemma":[0.9976475,0.0004229221,0.0001323247,0.0001634486,0.00001262429,0.00002373854,0.000781959,0.000005884393,0.0008094958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02180768,"threshold_uncertainty_score":0.1582265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007158010687501559,"score_gpt":0.2646271238231565,"score_spread":0.257469113135655,"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."}}