{"id":"W2768124070","doi":"10.1097/tp.0000000000002026","title":"Analysis of Biomarkers Within the Initial 2 Years Posttransplant and 5-Year Kidney Transplant Outcomes","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Odds ratio; Kidney transplantation; Internal medicine; Transplantation; Renal function; Kidney disease; Biomarker; Cohort; Urinary system; Confidence interval; Gastroenterology; Urology","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":[0.001536586,0.0003677608,0.0003994699,0.001003439,0.0002461589,0.0007058468,0.0003777492,0.000487041,0.00102469],"category_scores_gemma":[0.002519117,0.0001378507,0.0005543676,0.0008223907,0.0002432602,0.0005132975,0.0005033622,0.0007919329,0.0001859647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003761644,"about_ca_system_score_gemma":0.0003937574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360572,"about_ca_topic_score_gemma":0.001493031,"domain_scores_codex":[0.9993087,0.0001630071,0.00006790014,0.0001646793,0.0001471515,0.0001486156],"domain_scores_gemma":[0.9961661,0.0005572163,0.002281744,0.000133836,0.0003013688,0.000559818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000168182,0.00002123369,0.9988796,0.000006061437,0.00003885823,0.00002060241,0.00001076745,0.0000565542,0.000174032,0.000006621393,0.00002973474,0.0005877361],"study_design_scores_gemma":[0.000004166556,0.0001612891,0.9991529,0.000004524574,0.00004767252,0.0001069815,0.00002495265,0.0001910698,0.0002068627,0.00001310301,0.00008375187,0.000002836947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989437,0.0003959993,0.0001631396,0.00002676325,0.0000056764,0.000005703444,0.0002417272,0.000004942034,0.0002121984],"genre_scores_gemma":[0.9993187,0.00006510608,0.0001100895,0.00001620856,0.00001293653,0.00000846423,0.0003746882,0.000001591567,0.00009225894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001536586,"threshold_uncertainty_score":0.008126378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132481748670038,"score_gpt":0.3295974258500011,"score_spread":0.2982726083633007,"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."}}