{"id":"W1669803836","doi":"10.1111/ajt.13341","title":"The Synergistic Effect of Class II HLA Epitope-Mismatch and Nonadherence on Acute Rejection and Graft Survival","year":2015,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Diagnostic Services Manitoba","funders":"Canadian Institutes of Health Research; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Kidney Foundation of Canada","keywords":"Epitope; Medicine; Human leukocyte antigen; Subclinical infection; Immunology; Serology; Internal medicine; Antigen; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003575172,0.0001141433,0.0003201725,0.0000767601,0.0000849796,0.0000136673,0.00004002067,0.00002420195,0.000001365701],"category_scores_gemma":[0.0000291324,0.00006544057,0.00005825791,0.0001210627,0.0001626054,0.00007908828,0.000002401489,0.0001205035,0.000001071039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002454936,"about_ca_system_score_gemma":0.00005147229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009709138,"about_ca_topic_score_gemma":0.00001686319,"domain_scores_codex":[0.9990432,0.0001489993,0.0003072974,0.00009579608,0.0003041332,0.0001006011],"domain_scores_gemma":[0.9988644,0.0005320693,0.0002957937,0.00006908693,0.0001076157,0.0001310032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05919046,0.0005060251,0.6226782,0.001533221,0.003791901,0.001502111,0.009584046,0.0004268028,0.04168966,0.001379628,0.0001101385,0.2576078],"study_design_scores_gemma":[0.02653259,0.06433584,0.8345174,0.003213349,0.006649317,0.006719428,0.001833439,0.0004662607,0.05446282,0.0004225306,0.0003771397,0.0004699138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997688,0.0001595642,0.001042751,0.0005261034,0.0001790665,0.0001391557,0.00001587512,0.000005252887,0.0002442314],"genre_scores_gemma":[0.9955742,0.003920183,0.0003364795,0.00003722524,0.00003887567,0.000002976728,0.000010993,0.000008790267,0.00007026735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2571379,"threshold_uncertainty_score":0.2668589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221945785276306,"score_gpt":0.2944227286033088,"score_spread":0.2822032707505457,"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."}}