{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001895627,0.0003276508,0.0005088079,0.0003715671,0.0002988694,0.001029723,0.0003295584,0.0004546893,0.003985464],"category_scores_gemma":[0.004699873,0.000210787,0.0009167866,0.0004024992,0.0002782707,0.0005139673,0.0007288473,0.00110453,0.000291509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380816,"about_ca_system_score_gemma":0.0007449694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004767785,"about_ca_topic_score_gemma":0.001055418,"domain_scores_codex":[0.9981669,0.001090483,0.0001637982,0.0001096148,0.0002241454,0.000244884],"domain_scores_gemma":[0.992458,0.003585506,0.00176752,0.0006136597,0.0003195223,0.001255783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005263618,0.0004252704,0.9726322,0.00005767569,0.0009313277,0.0003650368,0.00006668946,0.0002753055,0.004565474,0.0002668154,0.00019322,0.0149575],"study_design_scores_gemma":[0.0000543102,0.001218523,0.994935,0.00001984658,0.0006395547,0.0007575395,0.0001695664,0.0006713182,0.0007370938,0.0002918442,0.0004925024,0.00001299717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958254,0.001979804,0.0001555134,0.0002173523,0.00004067316,0.000005749765,0.00006546476,0.000005654478,0.001704421],"genre_scores_gemma":[0.9990941,0.0002616502,0.0001157373,0.00005065518,0.00006775434,0.00000285979,0.00003865304,0.000002689154,0.0003659378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003985464,"threshold_uncertainty_score":0.01333272,"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."}}