{"id":"W2740700989","doi":"10.1287/opre.2017.1632","title":"Screening Strategies for Patients on the Kidney Transplant Waiting List","year":2017,"lang":"en","type":"article","venue":"Operations Research","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Waiting list; Medicine; Kidney transplant; Renal transplant; Intensive care medicine; Emergency medicine; Kidney transplantation; Transplantation; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001188808,0.0006069578,0.000890318,0.0008536441,0.0006796971,0.001632671,0.001151621,0.001426565,0.01166081],"category_scores_gemma":[0.007701453,0.0004100337,0.0008211022,0.0007128219,0.0004467466,0.001454201,0.0006617996,0.001133061,0.0004853055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002392498,"about_ca_system_score_gemma":0.003442907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01696809,"about_ca_topic_score_gemma":0.01715242,"domain_scores_codex":[0.9991705,0.0003959298,0.0000249169,0.00008824217,0.00008517862,0.0002352727],"domain_scores_gemma":[0.9973181,0.001729597,0.0003638018,0.0000684083,0.0001501112,0.0003699278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008867335,0.001083183,0.0376092,0.0003028432,0.0001592124,0.0008940515,0.000316926,0.8076902,0.001645253,0.04679044,0.01712863,0.08549336],"study_design_scores_gemma":[0.0004184513,0.0004520944,0.008859915,0.0001302754,0.0001215388,0.0003101554,0.0006912887,0.9464792,0.0006705709,0.03862746,0.003185407,0.00005376888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8158813,0.002438489,0.1176342,0.02901866,0.0002448917,0.0007994678,0.001744149,0.0005148898,0.03172401],"genre_scores_gemma":[0.9849311,0.0005189659,0.01121258,0.0004846928,0.00003169238,0.00008496386,0.0002257165,0.00001666018,0.002493666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01696809,"threshold_uncertainty_score":0.03900933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1897080045831606,"score_gpt":0.4479447184930563,"score_spread":0.2582367139098957,"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."}}