{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002131452,0.0001890134,0.0004013602,0.0001799646,0.0001688502,0.000009284016,0.0001127141,0.00005465832,0.0001482108],"category_scores_gemma":[0.000007013075,0.0001306012,0.000137782,0.0001808534,0.00008998103,0.0001038312,0.00001395032,0.0001368356,0.000001049067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006136856,"about_ca_system_score_gemma":0.00005604914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002341234,"about_ca_topic_score_gemma":0.00009163048,"domain_scores_codex":[0.998183,0.0001614057,0.0005529576,0.000289901,0.0006155905,0.0001971072],"domain_scores_gemma":[0.9993181,0.0001379463,0.0001730455,0.0001831251,0.00004203855,0.0001457562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007691929,0.0005452206,0.9695832,0.0005882097,0.00029296,0.0001215995,0.006837058,0.00003842541,0.01286865,0.00005462323,0.00001431387,0.001363791],"study_design_scores_gemma":[0.009076006,0.002068873,0.912338,0.0008507087,0.0005858699,0.0001161076,0.0002140567,0.0004812356,0.07396333,0.00002097587,0.0001060952,0.0001787006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965889,0.0002858152,0.00002850372,0.0003043883,0.0001776437,0.0007028583,0.001665378,0.0000249307,0.0002215966],"genre_scores_gemma":[0.9977406,0.001136236,0.0001720347,0.00009836395,0.000009229063,0.0001084342,0.0005293525,0.00002107965,0.0001846556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06109468,"threshold_uncertainty_score":0.532576,"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."}}