{"id":"W3017966119","doi":"10.1111/ajt.15951","title":"The kidney evaluation of living kidney donor candidates: US practices in 2017","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Renal function; Asymptomatic; Kidney; Kidney transplantation; Intensive care medicine; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190531,0.00009301792,0.0002394542,0.0001414549,0.00005411655,0.00002282785,0.0001022446,0.00002735828,0.00006351674],"category_scores_gemma":[0.001718799,0.00006812104,0.00007208184,0.0003632427,0.00009568011,0.00031016,0.000002052274,0.0002038043,0.000004917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005584714,"about_ca_system_score_gemma":0.0006682212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001597496,"about_ca_topic_score_gemma":0.00007994404,"domain_scores_codex":[0.9982538,0.0002891205,0.0005735907,0.0001065133,0.0006626541,0.0001142918],"domain_scores_gemma":[0.9975383,0.0004750997,0.001281412,0.0000772208,0.0004122696,0.0002156763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008693889,0.0004599456,0.7955339,0.001010653,0.0006653595,0.0001700276,0.04302021,0.001357375,0.07525489,0.0002019244,0.001736377,0.07189545],"study_design_scores_gemma":[0.005318804,0.002209296,0.957254,0.002341583,0.002352979,0.0007487788,0.0040948,0.009261415,0.01489494,0.00005562897,0.001228619,0.0002391822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847133,0.000157702,0.001433082,0.01245988,0.0001499237,0.0002630176,0.00003438252,0.00000839176,0.00078032],"genre_scores_gemma":[0.995692,0.002186639,0.0006914138,0.001281386,0.00009883755,0.00000358625,0.00002830749,0.00001078696,0.000007117302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1617201,"threshold_uncertainty_score":0.2777895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03813738769901603,"score_gpt":0.3374968213802035,"score_spread":0.2993594336811875,"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."}}