{"id":"W2981021811","doi":"10.1002/bjs.11367","title":"End-of-life care following leg amputation in patients with peripheral artery disease or diabetes","year":2019,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Institute for Clinical Evaluative Sciences; Bruyère; Diabetes Canada; University Health Network; University of Toronto; St. Michael's Hospital","funders":"Heart and Stroke Foundation of Canada; University of Toronto; Ontario Ministry of Health and Long-Term Care; Eli Lilly and Company","keywords":"Medicine; Amputation; Diabetes mellitus; Cohort; Palliative care; Population; End-of-life care; Retrospective cohort study; Receipt; Emergency medicine; Cohort study; Internal medicine; Surgery; Nursing","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":[0.0003301326,0.0001596592,0.0002801917,0.0006291503,0.000490479,0.0006387615,0.0004012723,0.0002509922,0.001092193],"category_scores_gemma":[0.001487539,0.0001215833,0.0003921943,0.001135426,0.0002626562,0.0003214313,0.000492659,0.0004278814,0.0001333572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213822,"about_ca_system_score_gemma":0.0009626747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05559285,"about_ca_topic_score_gemma":0.09069172,"domain_scores_codex":[0.9996259,0.00004650398,0.00003903786,0.00006310768,0.00009479803,0.0001304735],"domain_scores_gemma":[0.9989663,0.00007332161,0.0006172865,0.00002737841,0.0001369701,0.0001786594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002863496,0.00001371292,0.9991946,0.00001192728,0.00002008931,0.00006358357,0.00004943258,0.00001587343,0.00002589661,0.000005332114,0.00005912374,0.000511903],"study_design_scores_gemma":[0.00000291691,0.0000337594,0.9993649,0.0000129318,0.00001271119,0.0002120859,0.0001647694,0.00004693274,0.00001194846,0.00001031423,0.0001249363,0.000001846221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985369,0.0003489721,0.00003752656,0.00006041283,0.000004342275,0.000009154383,0.0005811782,0.000001084324,0.0004204544],"genre_scores_gemma":[0.9990535,0.0002030812,0.00004158344,0.00004157991,0.000006421345,0.000006096875,0.0005473374,4.87413e-7,0.00009980686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05559285,"threshold_uncertainty_score":0.1105385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006212797443402304,"score_gpt":0.1873720259626843,"score_spread":0.181159228519282,"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."}}