{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004003266,0.0003497005,0.0005773533,0.0008880033,0.0002586266,0.0007461957,0.0005719129,0.0005022819,0.0006813662],"category_scores_gemma":[0.007084374,0.0001651229,0.0006537395,0.0007738711,0.0002803847,0.0005691314,0.0005991697,0.0008118802,0.0001210659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004275768,"about_ca_system_score_gemma":0.0004542313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909357,"about_ca_topic_score_gemma":0.002097894,"domain_scores_codex":[0.9989869,0.000465678,0.0001192888,0.00013913,0.0001742877,0.0001146295],"domain_scores_gemma":[0.9918655,0.002170586,0.004490424,0.0003072765,0.0004407054,0.0007255496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001402729,0.00002255421,0.9991479,0.000005328023,0.00003253364,0.00001695564,0.00001222254,0.00006416132,0.00002524844,0.000004219333,0.0000133891,0.0005151681],"study_design_scores_gemma":[0.00001251137,0.0001977479,0.998709,0.000008129373,0.00004670402,0.0002093935,0.00004085887,0.0006387531,0.00005668069,0.00002488317,0.00005148036,0.000003992775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991518,0.0004007721,0.0001900947,0.00004160756,0.000004496163,0.000004559864,0.00009262806,0.000003566846,0.0001103728],"genre_scores_gemma":[0.9996912,0.00005607673,0.00009542703,0.00001241144,0.000008134429,0.000003119799,0.0001110751,7.410505e-7,0.00002176585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004003266,"threshold_uncertainty_score":0.02117157,"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."}}