{"id":"W4311284116","doi":"10.1097/txd.0000000000001375","title":"The Progression of Interstitial Fibrosis and Tubular Atrophy at 6 Months Is an Independent Predictor of Poor Graft Outcomes in Kidney Transplant Recipients","year":2022,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Creatinine; Confidence interval; Kidney transplantation; Renal function; Fibrosis; Urology; Kidney disease; Transplantation; Gastroenterology","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":[0.001178812,0.0002385581,0.0002626156,0.0004476671,0.0001894465,0.0003870824,0.0002459771,0.0002874627,0.0006500033],"category_scores_gemma":[0.002063825,0.0001429429,0.0003112366,0.0003236546,0.0002928539,0.0003342802,0.0002761126,0.0006456923,0.000138989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403909,"about_ca_system_score_gemma":0.0001901831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007966673,"about_ca_topic_score_gemma":0.001155195,"domain_scores_codex":[0.9997337,0.00008507428,0.00002722594,0.00003690107,0.00007551417,0.00004156253],"domain_scores_gemma":[0.9978283,0.0004125325,0.001224703,0.00008594723,0.0001187226,0.0003297778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002871183,0.00002623789,0.997523,0.000007294014,0.00003154702,0.00002989049,0.00001820766,0.00005221751,0.0003218355,0.000004935137,0.00003050093,0.001667251],"study_design_scores_gemma":[0.000004741479,0.0001630373,0.999036,0.000004562363,0.00002328311,0.0002475506,0.00002682314,0.0002564654,0.0001713675,0.00001754814,0.00004639855,0.000002314198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995528,0.0002589225,0.0000727704,0.00001899711,0.000002390491,0.000001497208,0.00002341496,0.000002451831,0.0000666781],"genre_scores_gemma":[0.9997019,0.000100295,0.00006505611,0.00001039622,0.00001305277,0.000001604206,0.00005204762,7.252427e-7,0.00005486027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001178812,"threshold_uncertainty_score":0.006234229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139301206609812,"score_gpt":0.2807451492649581,"score_spread":0.2668150286039769,"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."}}