{"id":"W1576297016","doi":"10.1111/j.1399-0012.2008.00861.x","title":"Evidence for a need to mandate kidney transplant living donor registries","year":2008,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Kidney donation; Intensive care medicine; Donation; Kidney transplantation; Kidney; Transplantation; Kidney disease; Organ donation; 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":[0.0006678889,0.000194594,0.0003863511,0.0001535458,0.0002185401,0.00002305533,0.0001083836,0.0001677884,0.0001243172],"category_scores_gemma":[0.0006539426,0.0001795677,0.0002381625,0.0002631089,0.0001174977,0.0002546457,0.000003162015,0.0001947253,0.00009949813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003358429,"about_ca_system_score_gemma":0.0002425011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002215025,"about_ca_topic_score_gemma":0.00002689589,"domain_scores_codex":[0.9980597,0.0001004031,0.0007994194,0.0004594179,0.0003071266,0.0002738716],"domain_scores_gemma":[0.9975128,0.001517085,0.0001124908,0.0002234848,0.0001815068,0.0004526484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02792363,0.001314247,0.8975749,0.004930672,0.0005439426,0.0007232527,0.01475455,0.0000967852,0.02252112,0.002423042,0.01190429,0.0152896],"study_design_scores_gemma":[0.006663797,0.0015701,0.9681796,0.003979324,0.0009482392,0.0007362125,0.0000944098,0.0005141847,0.01032236,0.0001066129,0.0064007,0.0004843968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7609183,0.0001464229,0.2251263,0.009825109,0.0006947045,0.001809828,0.0003615771,0.0002831609,0.0008345363],"genre_scores_gemma":[0.9806886,0.004231598,0.009300213,0.003915231,0.0003405683,0.0001039527,0.0004349456,0.00003472776,0.000950197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2197702,"threshold_uncertainty_score":0.7322559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.199417749549248,"score_gpt":0.4114539002420428,"score_spread":0.2120361506927948,"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."}}