{"id":"W1764513046","doi":"10.3747/co.22.2636","title":"Quality of End-of-Life Cancer Care in Canada: A Retrospective Four-Province Study Using Administrative Health Care Data","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; University of British Columbia; University of Alberta; University of Toronto; Dalhousie University; Institute for Clinical Evaluative Sciences; McMaster University","funders":"BC Cancer Agency; Canadian Cancer Society Research Institute; Ministry of Health, British Columbia; Dalhousie University; Nova Scotia Department of Health and Wellness; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Alberta Health Services; University of Alberta; Canadian Centre for Applied Research in Cancer Control; Cancer Research Institute","keywords":"Medicine; Health care; Family medicine; Emergency department; Retrospective cohort study; Receipt; Logistic regression; Emergency medicine; Demography; Gerontology; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00240732,0.000660438,0.0008172581,0.003847186,0.004274503,0.0024434,0.002266258,0.0005960927,0.001196037],"category_scores_gemma":[0.00579166,0.0009654514,0.00138056,0.01203104,0.0013471,0.0006721084,0.002175593,0.001138021,0.0002806971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04098606,"about_ca_system_score_gemma":0.05134857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937558,"about_ca_topic_score_gemma":0.9939466,"domain_scores_codex":[0.9963611,0.0003984683,0.000335065,0.0006448797,0.001321554,0.0009390572],"domain_scores_gemma":[0.9913875,0.0005151436,0.002277647,0.0006149978,0.00377628,0.001428408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004393555,0.00001816759,0.9984445,0.00002152474,0.00007131294,0.00004120657,0.0002914123,0.00007135267,0.00005138585,0.00002906043,0.0002994229,0.0006167049],"study_design_scores_gemma":[0.00001240235,0.0000253359,0.9977671,0.00003623348,0.00004868017,0.00005991059,0.0009906143,0.0004706743,0.00005073797,0.00001580913,0.0005093259,0.00001323893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880149,0.000506714,0.0003005906,0.0002120189,0.00001185115,0.0001681943,0.009887109,0.00001885382,0.0008798246],"genre_scores_gemma":[0.9934728,0.000397657,0.0004883367,0.0001215508,0.000006284313,0.00009778184,0.005022263,0.00001083371,0.0003824891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04098606,"threshold_uncertainty_score":0.2973761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7544157477371113,"score_gpt":0.618282497837431,"score_spread":0.1361332498996802,"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."}}