{"id":"W3085130018","doi":"10.1016/j.trim.2020.101333","title":"Influence of pretransplant class I and II non-donor-specific anti-HLA immunization on immunologic outcome and graft survival in kidney transplant recipients","year":2020,"lang":"en","type":"article","venue":"Transplant Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bristol-Myers Squibb Canada; Otsuka America; Sandoz; Chiesi España; Chiesi Farmaceutici; Otsuka Pharmaceutical; Astellas Pharma; Roche; Alexion Pharmaceuticals; Novartis; Pfizer","keywords":"Medicine; Immunization; Kidney transplantation; Human leukocyte antigen; Panel reactive antibody; Internal medicine; Antibody; Immunology; Kidney; Gastroenterology; Antigen","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001961388,0.0004676604,0.001074155,0.0003242197,0.0001406889,0.00001468413,0.0002056542,0.0003410519,0.00003289909],"category_scores_gemma":[0.00001913324,0.0003883451,0.0001194981,0.0004020512,0.0003236331,0.0001652664,0.00002295222,0.000567878,0.00001288947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004417048,"about_ca_system_score_gemma":0.0000609898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001427358,"about_ca_topic_score_gemma":0.00001788023,"domain_scores_codex":[0.9974543,0.0001667961,0.0009754948,0.0006281689,0.0002845604,0.0004906873],"domain_scores_gemma":[0.9990132,0.0001955329,0.0001881694,0.0003187659,0.00006843698,0.0002158972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004849036,0.0004554136,0.8762324,0.000757682,0.0004524177,0.0004614768,0.00543908,0.000249971,0.1098556,0.0007584087,0.000001995646,0.0004864708],"study_design_scores_gemma":[0.01001727,0.00215483,0.9757282,0.001592381,0.0002592526,0.0003473479,0.00008985228,0.0001362873,0.009170036,0.00002127647,0.0001383444,0.0003449263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957117,0.0009688308,0.0001758417,0.001421737,0.0001511988,0.0007774722,0.0005195832,0.00006653246,0.0002070821],"genre_scores_gemma":[0.9796592,0.01911575,0.0001904538,0.0004525996,0.00001567146,0.00002865737,0.0004584384,0.00003974886,0.00003946993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1006856,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421456911490591,"score_gpt":0.261805093686758,"score_spread":0.2375905245718521,"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."}}