{"id":"W2991398026","doi":"10.1097/mot.0000000000000714","title":"Human leukocyte antigen molecular mismatch to risk stratify kidney transplant recipients","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Manitoba; Manitoba Health","funders":"Canadian Institutes of Health Research","keywords":"Alloimmunity; Human leukocyte antigen; Immunology; Kidney transplantation; Medicine; Transplantation; Precision medicine; Antigen; Risk assessment; Internal medicine; Pathology","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":[0.001192224,0.0007356114,0.002180339,0.001491942,0.0001421853,0.000857935,0.0009331715,0.0009432898,0.003253018],"category_scores_gemma":[0.003662475,0.0001769747,0.001212778,0.001445896,0.0003322234,0.0007673026,0.0004697788,0.001612855,0.000952439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005538487,"about_ca_system_score_gemma":0.001350912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251993,"about_ca_topic_score_gemma":0.001576154,"domain_scores_codex":[0.9995527,0.0001261926,0.00008575691,0.00008119983,0.0001260213,0.00002806999],"domain_scores_gemma":[0.9983591,0.001112186,0.0002236411,0.00002435897,0.0002333395,0.00004729638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001544394,0.0000411821,0.0006917635,0.0536883,0.0009429919,0.00006407056,0.0000323444,0.0003873537,0.000224707,0.001998123,0.03457896,0.9071957],"study_design_scores_gemma":[0.0001352834,0.000258287,0.008056658,0.09005675,0.004066513,0.001767799,0.0001426758,0.0005614598,0.0005270442,0.007110098,0.8872406,0.00007684096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005126066,0.9991962,0.00005379597,0.0003454531,0.0001670621,0.00000265579,0.00001914412,0.000003286661,0.0001611477],"genre_scores_gemma":[0.0006187631,0.9987956,0.00007710273,0.0002050912,0.0001781084,0.000004293192,0.00002716469,0.000001172778,0.00009268214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003253018,"threshold_uncertainty_score":0.01088244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09966783461502488,"score_gpt":0.4199426643542499,"score_spread":0.320274829739225,"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."}}