{"id":"W2009114934","doi":"10.1371/journal.pone.0121759","title":"The Health Care Cost of Dying: A Population-Based Retrospective Cohort Study of the Last Year of Life in Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Sunnybrook Hospital; Toronto Rehabilitation Institute; University of Toronto; Bruyère; Ottawa Hospital; Statistics Canada; Institute for Clinical Evaluative Sciences","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Health care; Quartile; Population; End-of-life care; Total cost; Inpatient care; Cohort; Retrospective cohort study; Demography; Environmental health; Gerontology; Emergency medicine; Palliative care; Nursing; Confidence interval; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002099923,0.0000645972,0.0004362023,0.00003335444,0.00002264618,0.000001044383,0.00008664901,0.00002291215,0.000008900855],"category_scores_gemma":[0.0005724943,0.00004147973,0.00002481404,0.0001760246,0.0000375466,0.00001104005,0.00002107593,0.0001263048,1.329939e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007750598,"about_ca_system_score_gemma":0.002105079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9734623,"about_ca_topic_score_gemma":0.9955034,"domain_scores_codex":[0.9987867,0.00008141982,0.0003391835,0.00009472625,0.0006013752,0.00009661019],"domain_scores_gemma":[0.9988506,0.0001095104,0.0002673238,0.0002656135,0.0004458473,0.00006112101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574392,0.0004702097,0.9904333,0.00008674496,0.0001439335,5.868864e-7,0.008419159,0.0000353252,0.00003484097,0.00001180149,0.0001972474,0.000009430045],"study_design_scores_gemma":[0.001339627,0.0004944286,0.9842784,0.0005450378,0.00006672779,2.634428e-8,0.01221914,0.00002336679,0.0009605968,0.000004046291,0.00003734978,0.0000312027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980428,0.0003388995,7.242108e-7,0.00023521,0.00003652357,0.0008189766,0.00002993312,0.000002625062,0.0004942889],"genre_scores_gemma":[0.999754,0.000008543539,0.00006670106,0.00007120958,0.00001458169,0.00001505697,0.00001622288,0.000007204412,0.00004653902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02204105,"threshold_uncertainty_score":0.373432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275509635916214,"score_gpt":0.3385281878693754,"score_spread":0.210977224277754,"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."}}