{"id":"W2292643894","doi":"","title":"Renal transplantation using non-heart-beating donors: a potential solution to the organ donor shortage in Canada.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Transplantation; Economic shortage; Heart transplantation; Creatinine; Intensive care unit; Brain dead; Organ donation; Renal function; Surgery; Cadaveric spasm; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005373371,0.0001576647,0.0001128562,0.0005382174,0.001452291,0.0005555273,0.0004618213,0.0003198326,0.001717734],"category_scores_gemma":[0.002232074,0.000110376,0.0001393999,0.0009733077,0.0004755933,0.0003447782,0.0004558944,0.0003411431,0.0001023947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009869301,"about_ca_system_score_gemma":0.0212671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8744563,"about_ca_topic_score_gemma":0.9554461,"domain_scores_codex":[0.9996778,0.00003795159,0.00002372202,0.00002617824,0.0001478242,0.00008660973],"domain_scores_gemma":[0.9980116,0.0002148681,0.0005352335,0.00003013065,0.0006277872,0.0005803016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009662232,0.00004256902,0.9284143,0.0003687632,0.00002046664,0.002303811,0.0006709292,0.0004210049,0.0006874244,0.0004931439,0.004464004,0.06201696],"study_design_scores_gemma":[0.0000302519,0.0001186259,0.9794095,0.0002854309,0.0000516803,0.004191551,0.002488353,0.001915391,0.0007065797,0.0003516154,0.01042803,0.00002287323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730405,0.01108737,0.0008637476,0.009919352,0.00009608569,0.00009352979,0.0009176237,0.00003843825,0.003943487],"genre_scores_gemma":[0.9920144,0.004666542,0.001232262,0.0006072589,0.00004715531,0.00001183398,0.0003852136,0.000005216519,0.001030015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255437,"threshold_uncertainty_score":0.252566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445961694174762,"score_gpt":0.2206936885440721,"score_spread":0.2062340716023245,"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."}}