{"id":"W3107981624","doi":"10.1016/j.kint.2020.07.020","title":"More than ever, efficient evaluation of potential living kidney donors is needed","year":2020,"lang":"en","type":"letter","venue":"Kidney International","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Dialysis; Medicine; Kidney; Intensive care medicine; Kidney disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004580989,0.0005869545,0.001011512,0.0005985829,0.006374051,0.00469757,0.001366086,0.05228128,0.01327863],"category_scores_gemma":[0.01915628,0.0004499335,0.00110258,0.0004308385,0.003407946,0.004793445,0.003003756,0.03501635,0.006200175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003302654,"about_ca_system_score_gemma":0.01073219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005767685,"about_ca_topic_score_gemma":0.01622902,"domain_scores_codex":[0.9954274,0.001598097,0.000446131,0.0003984508,0.001193838,0.0009359689],"domain_scores_gemma":[0.9832264,0.007128607,0.0008695932,0.0003739143,0.002779436,0.005622116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004457701,0.00007637964,0.001729687,0.00007138721,0.000009257413,0.002544721,0.000246224,0.00005700404,0.0003302766,0.008220287,0.9700398,0.01663043],"study_design_scores_gemma":[0.00004015909,0.00005365237,0.001681689,0.0004164978,0.00001153247,0.002429071,0.001474142,0.0002257968,0.0001224184,0.01711374,0.976388,0.00004337739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004113242,0.0007093414,0.0001193147,0.9831234,0.01042093,0.00001060308,0.00002003574,0.00001262718,0.005172404],"genre_scores_gemma":[0.00344919,0.0009780066,0.0004705994,0.9600206,0.01686888,0.00003047607,0.00002894691,0.00001853938,0.01813485],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05228128,"threshold_uncertainty_score":0.04442143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342255683679626,"score_gpt":0.2924358265590301,"score_spread":0.2690132697222338,"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."}}