{"id":"W4389312259","doi":"10.1016/j.xkme.2023.100767","title":"Risk Factors for Developing Low Estimated Glomerular Filtration Rate and Albuminuria in Living Kidney Donors","year":2023,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; National Nuclear Laboratory; Alberta Health Services","keywords":"Albuminuria; Medicine; Renal function; Hazard ratio; Kidney disease; Urology; Population; Incidence (geometry); Nephrectomy; Internal medicine; Confidence interval; Proportional hazards model; Retrospective cohort study; Kidney; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007081398,0.0001788056,0.0003145534,0.0004402248,0.0001030687,0.00001347058,0.00004478238,0.0001058728,0.0001020806],"category_scores_gemma":[0.005492797,0.0001468245,0.00002954434,0.0006843595,0.00006189707,0.0001321899,0.000009676845,0.000144471,0.00001837363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007146454,"about_ca_system_score_gemma":0.00022144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002199707,"about_ca_topic_score_gemma":0.00003898389,"domain_scores_codex":[0.998804,0.00006801912,0.000384145,0.0002909958,0.0001969403,0.0002558894],"domain_scores_gemma":[0.9989017,0.0004320923,0.0001115924,0.0001228477,0.00009095769,0.0003407943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004769231,0.0001250903,0.8389906,0.002964401,0.0002635959,0.0000960468,0.02209863,0.00006629854,0.0955606,0.0008193261,0.03343823,0.005100235],"study_design_scores_gemma":[0.005611595,0.0002599751,0.9585962,0.003336943,0.0002370849,0.00001685909,0.0009802352,0.01418495,0.0141162,0.0003083255,0.00208372,0.0002679091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825675,0.00006485921,0.003275016,0.01241225,0.0004607381,0.0007616273,0.0000728169,0.0002238999,0.0001612161],"genre_scores_gemma":[0.9941064,0.0008323442,0.001067114,0.001846534,0.0001593174,0.00003853026,0.001442062,0.00003659355,0.0004710644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1196056,"threshold_uncertainty_score":0.6575787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079135185243781,"score_gpt":0.3068659847082517,"score_spread":0.2760746328558139,"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."}}