{"id":"W2942403968","doi":"10.9778/cmajo.20180097","title":"Trends in site of death and health care utilization at the end of life: a population-based cohort study","year":2019,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Dalhousie University","keywords":"Medicine; End-of-life care; Emergency medicine; Palliative care; Receipt; Intensive care unit; Population; Emergency department; Health care; Ambulatory care; Retrospective cohort study; Cohort; Mechanical ventilation; Ambulatory; Intensive care medicine; Nursing; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007175773,0.0003311198,0.0003384641,0.001125741,0.0008418699,0.0008260762,0.0007278114,0.000487862,0.001133054],"category_scores_gemma":[0.001342401,0.0003919971,0.0006900728,0.002589433,0.0003869029,0.0005851979,0.00064241,0.0005841453,0.0002610041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002836057,"about_ca_system_score_gemma":0.002324322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5222336,"about_ca_topic_score_gemma":0.6256476,"domain_scores_codex":[0.9993188,0.00006983551,0.00007158125,0.0001879946,0.000171551,0.00018015],"domain_scores_gemma":[0.9984596,0.00007077922,0.0006162421,0.0001411256,0.0003896643,0.0003226738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002613756,0.00001477327,0.99935,0.000004432197,0.00003870141,0.00002878569,0.0001146678,0.00001053156,0.00006800178,0.000005581952,0.0001391492,0.0001991527],"study_design_scores_gemma":[0.000004749664,0.00001933887,0.9995491,0.00000383095,0.00001271566,0.00003676592,0.0001516789,0.00006150095,0.00001030786,0.00000379658,0.0001437071,0.000002535019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947544,0.0001069562,0.00008084858,0.00006752819,0.000004947812,0.00003714666,0.004557107,0.000004366129,0.0003867173],"genre_scores_gemma":[0.9968507,0.0001069557,0.00009803705,0.00005230937,0.000007046903,0.00002787046,0.002649066,0.000002555717,0.0002055518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5222336,"threshold_uncertainty_score":0.9611601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1661711994551139,"score_gpt":0.4619659540750002,"score_spread":0.2957947546198862,"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."}}