{"id":"W3037192771","doi":"10.1111/ajt.16161","title":"Factors associated with kidney graft survival in pure antibody-mediated rejection at the time of indication biopsy: Importance of parenchymal injury but not disease activity","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Metabolomics Innovation Centre; University of Alberta","funders":"Canada Foundation for Innovation; Roche Organ Transplant Research Foundation; Genome Canada","keywords":"Medicine; Biopsy; Kidney disease; Acute kidney injury; Univariate analysis; Kidney; Renal function; Pathology; Kidney transplantation; Proteinuria; Nephrology; Internal medicine; Urology; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000727236,0.0002818548,0.0003319419,0.0005822038,0.0003023861,0.0008736094,0.0003672995,0.0005897661,0.002169844],"category_scores_gemma":[0.003358069,0.0001457882,0.0005202772,0.0007287004,0.0003707913,0.0005748284,0.0003900401,0.001006229,0.0002230028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730068,"about_ca_system_score_gemma":0.0004410397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552145,"about_ca_topic_score_gemma":0.001835128,"domain_scores_codex":[0.9996076,0.0001316121,0.00004882488,0.00006000777,0.00005673862,0.00009519309],"domain_scores_gemma":[0.9965172,0.001015632,0.001343804,0.0001749492,0.0002134795,0.0007349583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002927691,0.00002492753,0.9980749,0.000006344206,0.00005097297,0.0000805695,0.00002070278,0.00004457914,0.0004535036,0.0000269025,0.00003189114,0.0008919418],"study_design_scores_gemma":[0.000004212999,0.0001079764,0.9988095,0.00000571911,0.00005236769,0.0003681325,0.0000875356,0.0002955245,0.0001149278,0.00006673076,0.00008372324,0.000003759138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987841,0.0003481407,0.0001480681,0.00006387154,0.00001031738,0.000002362655,0.00007980562,0.000003143663,0.0005600659],"genre_scores_gemma":[0.9997295,0.00004601525,0.00004256604,0.00001341692,0.00002151366,9.491523e-7,0.00005509453,0.000001399613,0.00008967653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002169844,"threshold_uncertainty_score":0.007258892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022577952169156,"score_gpt":0.2837611544125161,"score_spread":0.2635353748908246,"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."}}