{"id":"W2884115535","doi":"10.1177/2054358118783761","title":"Home Palliative Service Utilization and Care Trajectory Among Ontario Residents Dying on Chronic Dialysis","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; Agricultural Research Institute of Ontario; Institute for Clinical Evaluative Sciences; Western University; Cancer Care Ontario","funders":"Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Palliative care; Life expectancy; Dialysis; Emergency department; Quality of life (healthcare); Hemodialysis; Emergency medicine; Intensive care medicine; Nursing; Population; 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":[0.000410399,0.0001373376,0.0002025591,0.000639725,0.001375889,0.0007171103,0.0005246208,0.0002377894,0.001282757],"category_scores_gemma":[0.002071945,0.0001822531,0.000361492,0.001921,0.0004714167,0.0004349689,0.000702048,0.0003477446,0.0001199035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008948609,"about_ca_system_score_gemma":0.008346329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9165894,"about_ca_topic_score_gemma":0.9563691,"domain_scores_codex":[0.999617,0.00003219494,0.00003221598,0.0000512171,0.0001006333,0.0001668673],"domain_scores_gemma":[0.9981232,0.00009067565,0.000698761,0.0000526551,0.000610814,0.0004237149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002372974,0.00001111694,0.9978216,0.000009458267,0.000009872047,0.00002543681,0.0007636184,0.00003952183,0.00005397143,0.00001956163,0.0002883052,0.0009337689],"study_design_scores_gemma":[0.000002268499,0.00001103958,0.9989336,0.000009930704,0.000003261515,0.00001882934,0.0006884071,0.00007000199,0.00001005707,0.000007808977,0.0002423366,0.00000247424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976096,0.0001089702,0.00003865325,0.0001710085,0.00000233008,0.00001874794,0.00141307,0.000002437859,0.0006352271],"genre_scores_gemma":[0.9986024,0.0001105193,0.0000600982,0.00003583641,0.000002297075,0.00001434929,0.0009177582,0.000001113483,0.000255687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08341056,"threshold_uncertainty_score":0.1678035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291256040123639,"score_gpt":0.284530355517493,"score_spread":0.2554047515051291,"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."}}