{"id":"W2966614593","doi":"10.1016/j.humimm.2019.07.294","title":"Abolishing serum interference in detection of HLA antibodies: Who, How, When and Why?","year":2019,"lang":"en","type":"letter","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Interference (communication); Antibody; Human leukocyte antigen; Immunology; Medicine; Computer science; Antigen; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004256557,0.0005452257,0.001211941,0.0004953659,0.002431785,0.003086062,0.001097306,0.04325103,0.003630972],"category_scores_gemma":[0.02571343,0.0004613864,0.0008620134,0.0004853124,0.002974222,0.003158959,0.001115793,0.02613922,0.003092165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004499533,"about_ca_system_score_gemma":0.003371047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005174855,"about_ca_topic_score_gemma":0.005800475,"domain_scores_codex":[0.9950907,0.002325768,0.0006787426,0.0003603687,0.0009070522,0.0006373109],"domain_scores_gemma":[0.988601,0.007932094,0.0006351769,0.0002213406,0.001409155,0.001201147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003219434,0.0001922322,0.007426224,0.0001516086,0.00004917651,0.009770678,0.0003109435,0.0001540694,0.0007180408,0.008155335,0.9273553,0.04539436],"study_design_scores_gemma":[0.0006571035,0.0003860432,0.00844262,0.001037182,0.0001279426,0.01817983,0.001475814,0.001926399,0.001484,0.03823237,0.9278805,0.00017014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000821674,0.001497118,0.000129765,0.9892716,0.006290702,0.000005918129,0.00001556799,0.00001222693,0.00195534],"genre_scores_gemma":[0.01949987,0.002073179,0.0004233054,0.9314044,0.04274888,0.00002810877,0.00002006473,0.00001576985,0.003786433],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04325103,"threshold_uncertainty_score":0.0326466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02686113527474058,"score_gpt":0.2780248873313614,"score_spread":0.2511637520566208,"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."}}