{"id":"W4220739448","doi":"10.1053/j.ajkd.2022.01.429","title":"Transplantation of Patients With Long Dialysis Vintage in the Current Deceased Donor Kidney Allocation System (KAS)","year":2022,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; Providence Health Care; Providence Health Care Research Institute; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Dialysis; Transplantation; Kidney transplantation; Cohort; Retrospective cohort study; Cohort study; Internal medicine; Surgery; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006148041,0.00009923634,0.0002564887,0.0002617714,0.0006915267,0.001326387,0.0002247716,0.0002740023,0.002819946],"category_scores_gemma":[0.001844224,0.00007545278,0.0003874178,0.0005361384,0.0002176716,0.0006753165,0.0004965265,0.0008270339,0.0001570881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004334823,"about_ca_system_score_gemma":0.0009742021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022718,"about_ca_topic_score_gemma":0.004729868,"domain_scores_codex":[0.9996452,0.00009183657,0.00003491113,0.00004115211,0.00005752754,0.0001293498],"domain_scores_gemma":[0.9992172,0.00013052,0.0002772201,0.00002625865,0.00005575819,0.0002931335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004379385,0.0001235813,0.9890124,0.00003164372,0.00007343114,0.0003040251,0.0001588621,0.0001278631,0.0003444957,0.0003256727,0.0005675139,0.00849266],"study_design_scores_gemma":[0.00007150094,0.0006122289,0.990884,0.0000971118,0.0001192466,0.001622849,0.00206395,0.001291124,0.00024626,0.001194152,0.001778786,0.00001872914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974528,0.000495659,0.00015264,0.0002935654,0.00006470258,0.00001051016,0.0001246471,0.000003841327,0.001401706],"genre_scores_gemma":[0.999252,0.0001623292,0.00005959895,0.0001797991,0.00004013541,0.000003611174,0.0001425934,0.000001139056,0.0001588422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002819946,"threshold_uncertainty_score":0.009433687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006132679025314601,"score_gpt":0.2506146868337507,"score_spread":0.244482007808436,"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."}}