{"id":"W2943899162","doi":"10.1016/j.humimm.2019.04.019","title":"The ABCs (DRDQDPs) of the prozone effect in single antigen bead HLA antibody testing: Lessons from our highly sensitized patients","year":2019,"lang":"en","type":"article","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Immunology; Human leukocyte antigen; Antibody; Antigen; Medicine; Titer","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":[0.008145166,0.0003454055,0.0005421917,0.0004056546,0.0009352183,0.002004429,0.000887115,0.002545701,0.003182559],"category_scores_gemma":[0.02549058,0.0001955574,0.0004455455,0.0003453953,0.004892697,0.002851451,0.001464221,0.008070798,0.000697938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581174,"about_ca_system_score_gemma":0.002318734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003938753,"about_ca_topic_score_gemma":0.004455952,"domain_scores_codex":[0.9964809,0.00167752,0.0003738137,0.0003948194,0.0007661376,0.0003068171],"domain_scores_gemma":[0.9860429,0.008731915,0.001449724,0.001164916,0.001464273,0.001146303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001250888,0.0006935615,0.1285633,0.0004880178,0.0002716013,0.01831411,0.003107876,0.001575301,0.006351475,0.1388592,0.07253189,0.6279928],"study_design_scores_gemma":[0.0008856175,0.004271843,0.1385625,0.003203222,0.0007315258,0.1171928,0.007424909,0.008794567,0.01452552,0.3715959,0.3324138,0.0003978792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2903545,0.03756852,0.03084351,0.5521592,0.006133534,0.0001363113,0.0002874997,0.000334861,0.08218207],"genre_scores_gemma":[0.9100961,0.009598527,0.0100833,0.06086762,0.005343646,0.0000379683,0.00006315725,0.0001005657,0.003809096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008145166,"threshold_uncertainty_score":0.04307628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404268407494515,"score_gpt":0.3131350787591701,"score_spread":0.2890923946842249,"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."}}