{"id":"W4408210692","doi":"10.5770/cgj.28.811","title":"Variations in Prescribing Rates of End-of-Life Medications Among Long-Term Care Residents in Alberta Compared with Ontario—a Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University; Ottawa Hospital; Bruyère; University of Ottawa; Kensington Health; University of Toronto; Ottawa Public Health; University of Calgary","funders":"","keywords":"Medicine; Retrospective cohort study; Cohort; End-of-life care; Long-term care; Quality of life (healthcare); Cohort study; Gerontology; Demography; Emergency medicine; Palliative care; Internal medicine; Psychiatry","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":[0.001317893,0.0003735427,0.0004443942,0.002015032,0.001938174,0.001331722,0.001495497,0.0003963093,0.001167532],"category_scores_gemma":[0.002873258,0.0004775986,0.0006539499,0.00418011,0.0008681249,0.0003786386,0.0009131203,0.0004561679,0.0001830228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01627236,"about_ca_system_score_gemma":0.01058996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97022,"about_ca_topic_score_gemma":0.9752481,"domain_scores_codex":[0.9982377,0.0001378549,0.0001344593,0.0003597188,0.0007204343,0.0004097628],"domain_scores_gemma":[0.9963331,0.0002115137,0.001317062,0.0002271958,0.001278226,0.0006328464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003971206,0.00001228541,0.9985194,0.00001182016,0.00004614871,0.00005048102,0.0003617399,0.00003102,0.00007780318,0.00001578208,0.0002110004,0.0006227703],"study_design_scores_gemma":[0.00000347234,0.00001610834,0.9992181,0.00000967821,0.0000187056,0.00003516088,0.0004230416,0.00008132544,0.00001898255,0.000004347742,0.000167303,0.000003534958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961665,0.0002965365,0.0001342285,0.00008727517,0.000007745498,0.00004591343,0.002434009,0.0000113076,0.0008164104],"genre_scores_gemma":[0.9977525,0.0001898214,0.0001531838,0.00006816744,0.000006415919,0.00002545381,0.001443252,0.00000476371,0.0003564912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02978003,"threshold_uncertainty_score":0.1180648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03783905960536961,"score_gpt":0.342378512397915,"score_spread":0.3045394527925454,"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."}}