{"id":"W2113894435","doi":"10.1503/cmaj.045131","title":"Organ donor management in Canada: recommendations of the forum on Medical Management to Optimize Donor Organ Potential","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre","funders":"Health Canada; Hospital for Sick Children; Canadian Society of Transplantation; Université de Montréal; University of Toronto; Canadian Blood Services; McGill University Health Centre; Canadian Anesthesiologists' Society; McGill University; University of Ottawa","keywords":"Organ donation; Transplantation; Medicine; Organ transplantation; United Network for Organ Sharing; Surgery; Liver transplantation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007723405,0.0001451032,0.0002750635,0.0003183396,0.0001717028,0.00002699018,0.0003282502,0.0001736299,0.003155995],"category_scores_gemma":[0.0001536577,0.0001118215,0.00009592523,0.0005094822,0.00002185753,0.00004256888,0.0000336611,0.0006284455,0.00002179574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00317632,"about_ca_system_score_gemma":0.003110553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.419193,"about_ca_topic_score_gemma":0.9519647,"domain_scores_codex":[0.9966761,0.000111015,0.0007219715,0.0001817132,0.00183695,0.0004722783],"domain_scores_gemma":[0.9985061,0.00006849928,0.0001901684,0.000176921,0.000138816,0.0009195451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000978574,0.0002361406,0.217973,0.0001363807,0.0003883233,0.00252674,0.0001699589,0.0001642475,0.000008522306,0.00575808,0.7232779,0.04926289],"study_design_scores_gemma":[0.005958245,0.0001305388,0.7390741,0.0008883532,0.0002518836,0.000396939,0.002015913,0.0002906515,0.0005248099,0.0004005422,0.2496956,0.000372436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.156721,0.0000464166,0.001951404,0.8193882,0.002071692,0.001237327,0.000121135,0.00003914483,0.0184237],"genre_scores_gemma":[0.9526629,0.0004809581,0.002095505,0.04131854,0.0004627733,0.00002501765,0.00004355661,0.00003518841,0.002875504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7959419,"threshold_uncertainty_score":0.9977552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004007550989836225,"score_gpt":0.2209032419590094,"score_spread":0.2168956909691732,"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."}}