{"id":"W3038863842","doi":"10.1016/j.kint.2020.06.015","title":"Evaluating multiple living kidney donor candidates simultaneously is more cost-effective than sequentially","year":2020,"lang":"en","type":"article","venue":"Kidney International","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Libin Cardiovascular Institute of Alberta; University of Calgary; University of Alberta; Cancer Care Ontario; Western University","funders":"Canadian Institutes of Health Research; Astellas Pharma Canada","keywords":"Medicine; Dialysis; Donation; Intensive care medicine; Surgery; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001756987,0.0008636621,0.001942598,0.001544699,0.0005599785,0.002353389,0.0006214156,0.0006990416,0.01121697],"category_scores_gemma":[0.006703041,0.0003113701,0.00129889,0.0009173309,0.0002995772,0.001918432,0.001634764,0.0009112518,0.001482878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006844358,"about_ca_system_score_gemma":0.001451614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371873,"about_ca_topic_score_gemma":0.003915257,"domain_scores_codex":[0.9980001,0.0008391101,0.0002044184,0.0002346406,0.0005638998,0.0001578843],"domain_scores_gemma":[0.9956832,0.001827413,0.0007687247,0.0002430515,0.0004651614,0.001012473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0072428,0.003219947,0.4215127,0.0004117417,0.0006190264,0.003323779,0.0002387757,0.003080414,0.01054317,0.0005033609,0.004751428,0.5445529],"study_design_scores_gemma":[0.001343456,0.01650735,0.9033531,0.0009734055,0.001759726,0.02478574,0.002645342,0.01891177,0.01159623,0.004542912,0.01332016,0.0002607905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641702,0.005781124,0.01124576,0.002658631,0.0004609615,0.0004077866,0.0003595925,0.0001777937,0.01473811],"genre_scores_gemma":[0.978272,0.001681792,0.01594625,0.0005527481,0.0004677086,0.0001205512,0.0004560272,0.00003565791,0.002467343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121697,"threshold_uncertainty_score":0.03752452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035786710204627,"score_gpt":0.3430557703709373,"score_spread":0.3072690601663103,"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."}}