{"id":"W3017981724","doi":"10.1097/tp.0000000000003274","title":"Change in Estimated GFR and Risk of Allograft Failure in Patients Diagnosed With Late Active Antibody-mediated Rejection Following Kidney Transplantation","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"ViTRAK Systems (Canada); University of Manitoba","funders":"","keywords":"Medicine; Renal function; Kidney transplantation; Transplantation; Urology; Biopsy; Clinical endpoint; Internal medicine; Kidney; Surgery; Gastroenterology; Clinical trial","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":[0.0000835697,0.0002152939,0.000384591,0.0002621071,0.00003708389,0.00001017023,0.00003423072,0.000118396,0.00001299346],"category_scores_gemma":[0.00002439851,0.0001813281,0.00006050032,0.0005614761,0.00003130353,0.0003659175,0.000001598661,0.0001890754,0.000003184746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003822649,"about_ca_system_score_gemma":0.0000372394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341539,"about_ca_topic_score_gemma":0.001172211,"domain_scores_codex":[0.9987071,0.0001040834,0.0003895974,0.0003195102,0.0002793554,0.0002003557],"domain_scores_gemma":[0.9994505,0.0001222101,0.0001563079,0.00006961559,0.00005015783,0.000151197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005204363,0.0002174261,0.9750332,0.0009402849,0.000144612,0.0003263776,0.01228191,0.0001441553,0.004658203,0.000004607205,3.25796e-7,0.001044492],"study_design_scores_gemma":[0.02164514,0.0008117281,0.9698151,0.00170143,0.0006335647,0.00001037996,0.0001146688,0.00133443,0.003766905,0.000005354053,0.000001315792,0.0001599959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973847,0.00003190104,0.0007857757,0.0002080496,0.00003491436,0.001094906,0.0003657804,0.00004977077,0.00004422283],"genre_scores_gemma":[0.9919842,0.002826254,0.00119401,0.0001677092,0.0000108226,0.00005682545,0.003732386,0.00002587109,0.000001877969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01644077,"threshold_uncertainty_score":0.7394344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716110061434308,"score_gpt":0.2798073157917683,"score_spread":0.2626462151774252,"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."}}