{"id":"W2738468270","doi":"10.1016/j.transproceed.2017.01.082","title":"Challenges for the Travelling Donor: Variability Between Donor Workup and Donor Surgery in the Canadian Kidney Paired Exchange Program","year":2017,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto; University of Manitoba","funders":"","keywords":"Medicine; Donation; Nephrectomy; Surgery; Transplantation; Kidney transplantation; General surgery; Surgical team; Kidney; 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":[0.01158014,0.0002029457,0.0003747574,0.001192807,0.008922754,0.004488579,0.003034942,0.0009912305,0.003731906],"category_scores_gemma":[0.02766329,0.0002972987,0.0004303244,0.002919363,0.001950983,0.001330429,0.003969143,0.002710511,0.0002442489],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04188469,"about_ca_system_score_gemma":0.09976646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9148648,"about_ca_topic_score_gemma":0.9662493,"domain_scores_codex":[0.9873906,0.003247723,0.0006435556,0.0007647894,0.003291407,0.004661923],"domain_scores_gemma":[0.9778165,0.00460739,0.002776958,0.0004919266,0.005306013,0.009001317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003047123,0.0005225046,0.7798855,0.0002617285,0.0001164893,0.001468341,0.07252675,0.0008269474,0.0004839946,0.003494307,0.0285051,0.1116036],"study_design_scores_gemma":[0.00001286252,0.0001100259,0.7978821,0.0006696802,0.00004553831,0.0004659638,0.1821577,0.0008992045,0.0002044127,0.0009129316,0.01651042,0.0001291989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620116,0.001612686,0.0007282764,0.02735554,0.0003022518,0.00007922722,0.0005501347,0.00002434673,0.007335781],"genre_scores_gemma":[0.9945623,0.000872171,0.0006012751,0.002495182,0.0000568269,0.00003301191,0.0002578099,0.00002856183,0.001092948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9581153,"threshold_uncertainty_score":0.3038961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.091567474161927,"score_gpt":0.3108565416166191,"score_spread":0.2192890674546921,"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."}}