{"id":"W4406956131","doi":"10.2215/cjn.0000000611","title":"Favorable Living Donor Kidney Transplantation Outcomes within a National Kidney Exchange Program","year":2025,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Propensity score matching; Dialysis; Kidney transplantation; Transplantation; Panel reactive antibody; Kidney; Surgery; Internal medicine; End stage renal disease; Urology; Hemodialysis","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":[0.00101801,0.000104645,0.0002922447,0.0004021661,0.0005938689,0.0009104468,0.0002706685,0.0002391705,0.00349712],"category_scores_gemma":[0.004208332,0.00007307155,0.0002583087,0.0005989259,0.0003489459,0.001131372,0.0009900526,0.0005006803,0.0001766609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007684401,"about_ca_system_score_gemma":0.0009270568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002883973,"about_ca_topic_score_gemma":0.005365178,"domain_scores_codex":[0.999079,0.000229941,0.0000779551,0.0002187554,0.0001418854,0.0002524483],"domain_scores_gemma":[0.9972747,0.0002791005,0.00138294,0.0001270577,0.0001892733,0.0007469116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001644238,0.0001839083,0.9905398,0.00002150792,0.00007698272,0.0002796733,0.0001189656,0.0002973344,0.000165283,0.0002089213,0.0005178998,0.007425367],"study_design_scores_gemma":[0.00001848496,0.00021165,0.9975052,0.00002279551,0.00002757812,0.0005393006,0.0004779862,0.0003669457,0.00008110123,0.000304316,0.0004371832,0.000007343012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975107,0.000126595,0.0002108204,0.0001379369,0.00001232291,0.00001711275,0.0002203742,0.000005550676,0.001758599],"genre_scores_gemma":[0.9994536,0.0000449966,0.00004340796,0.00003055533,0.00001097657,0.000007398558,0.0002282796,0.000001861015,0.0001789459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00349712,"threshold_uncertainty_score":0.01169902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03507031070551905,"score_gpt":0.382675308755107,"score_spread":0.347604998049588,"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."}}