{"id":"W4401248345","doi":"10.1016/j.humimm.2024.110857","title":"Direct addition of EDTA to LABScreen single antigen bead suspension: A simple way to prevent complement mediated interference and streamline HLA antibody testing","year":2024,"lang":"en","type":"article","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Antibody; Antigen; Human leukocyte antigen; Chromatography; Immunology; Medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001111529,0.001030969,0.0007637521,0.0008629103,0.0002702402,0.0007576816,0.0009841823,0.0008520823,0.001481471],"category_scores_gemma":[0.00162227,0.0005391494,0.0003709744,0.0003974141,0.0004042307,0.0003878704,0.0006928071,0.001113136,0.001530098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101911,"about_ca_system_score_gemma":0.000552801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004388395,"about_ca_topic_score_gemma":0.001131907,"domain_scores_codex":[0.9973043,0.0005882588,0.0002907444,0.0005316234,0.001112608,0.0001724621],"domain_scores_gemma":[0.999016,0.0002971364,0.0002322369,0.0001765394,0.0001971599,0.00008076493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008505794,0.00006386154,0.0003222912,0.00005817422,0.000009627886,0.00003571014,0.0000294517,0.00009567061,0.9920621,0.0000650924,0.0001638856,0.007009198],"study_design_scores_gemma":[0.0000183571,0.0003149309,0.001765154,0.00001192813,0.00002351378,0.0003206759,0.000009913545,0.002218074,0.9918498,0.00004792006,0.003397649,0.00002225066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.576924,0.003765324,0.4079813,0.0007950172,0.0003886849,0.001327298,0.0008036786,0.003817996,0.004196647],"genre_scores_gemma":[0.4853801,0.0018474,0.502255,0.0007954296,0.0001678175,0.0009359852,0.002012474,0.0003309719,0.006274757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001481471,"threshold_uncertainty_score":0.005878389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05971571239977565,"score_gpt":0.3520462106952797,"score_spread":0.2923304982955041,"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."}}