{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001370004,0.0000720341,0.0002473234,0.0001138385,0.00001547209,0.00003540813,0.00004499956,0.00002952337,0.00002566995],"category_scores_gemma":[0.00008988738,0.00006776929,0.000116713,0.000117872,0.0000179038,0.0002298866,0.000006258379,0.0001062931,9.946185e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004689419,"about_ca_system_score_gemma":0.0001012283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002580128,"about_ca_topic_score_gemma":0.000004955723,"domain_scores_codex":[0.9991612,0.00002689234,0.0003889956,0.00006038409,0.0002285143,0.0001339805],"domain_scores_gemma":[0.999493,0.0001425338,0.00009803937,0.00005332339,0.0001212586,0.00009185717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004041678,0.00004316416,0.9207109,0.0001871936,0.00003289921,0.00004250598,0.000181671,0.06673072,0.00001746083,9.721241e-7,0.00005515219,0.01195698],"study_design_scores_gemma":[0.0006749388,0.00005346532,0.9970236,0.0009035048,0.00001347282,0.000003124988,0.0001813072,0.0009602653,0.0000123363,0.00001400956,0.0000510723,0.0001089488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979131,0.001240519,0.000157904,0.00001336931,0.0005518594,0.00008502875,0.00001213744,0.000009282818,0.00001684761],"genre_scores_gemma":[0.9995043,0.00004011253,0.00036853,0.00001921914,0.00002879089,0.000001413903,0.00001121368,0.00002041137,0.000006026946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07631268,"threshold_uncertainty_score":0.2763551,"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."}}