{"id":"W4416098843","doi":"10.1093/ndt/gfaf246","title":"Repeat ABO-B-incompatible living-donor kidney transplantation","year":2025,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Vienna Science and Technology Fund","keywords":"Kidney transplantation; Transplantation; Kidney disease; Kidney; Complication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001137619,0.001045149,0.001268253,0.00081037,0.0009283455,0.001787926,0.001739295,0.005208718,0.003213222],"category_scores_gemma":[0.006096839,0.0005618554,0.0009897245,0.0005587853,0.0008610865,0.001785538,0.0006125657,0.008663781,0.001731451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015178,"about_ca_system_score_gemma":0.0007109901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007906808,"about_ca_topic_score_gemma":0.001303076,"domain_scores_codex":[0.9990544,0.0001924211,0.0002113874,0.0001891851,0.0002094005,0.0001432108],"domain_scores_gemma":[0.9971406,0.001243057,0.0002903022,0.0001184436,0.0006401725,0.0005673725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005359848,0.0001876815,0.01061421,0.001483096,0.0004121276,0.1878262,0.0003240074,0.0005630985,0.001864933,0.002296869,0.7377102,0.05618159],"study_design_scores_gemma":[0.0002841643,0.0003116888,0.01018688,0.001442821,0.0004564622,0.3535294,0.000592305,0.003395661,0.00218888,0.003001966,0.6244773,0.000132609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.03230552,0.08000585,0.005858918,0.3243552,0.5449204,0.00008999756,0.000642232,0.0006841726,0.01113765],"genre_scores_gemma":[0.1116903,0.0327124,0.00145126,0.1252056,0.7217929,0.00003760028,0.0002975895,0.0001540139,0.006658313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005208718,"threshold_uncertainty_score":0.01074934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109084976084428,"score_gpt":0.2790068629485147,"score_spread":0.2680983653400719,"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."}}