{"id":"W3139367829","doi":"10.1016/j.humimm.2021.02.003","title":"Assessment of Rapid Optimized 96-well Tray Flow Cytometric Crossmatch (Halifax-FCXM) with Luminex Single Antigen Test","year":2021,"lang":"en","type":"article","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Foundation of Korea","keywords":"Medicine; Donor specific antibodies; Concordance; Human leukocyte antigen; Antigen; Internal medicine; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004135951,0.001631388,0.001218067,0.00180864,0.0005771423,0.002061142,0.001670529,0.001555726,0.005589732],"category_scores_gemma":[0.002863211,0.0006673345,0.0007343013,0.001023879,0.0005856719,0.0007460347,0.001121861,0.001511358,0.002833983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000690732,"about_ca_system_score_gemma":0.001083477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105141,"about_ca_topic_score_gemma":0.001588787,"domain_scores_codex":[0.9917047,0.002231426,0.0004551329,0.001566413,0.003300711,0.0007415629],"domain_scores_gemma":[0.9983412,0.0005202339,0.0002141814,0.0001846063,0.0006473048,0.00009245304],"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":[0.002252817,0.001088324,0.02862792,0.0008712536,0.0002224545,0.0002226585,0.0007566183,0.001725136,0.8953849,0.002162593,0.003538373,0.06314696],"study_design_scores_gemma":[0.0001234891,0.00203181,0.04083682,0.0001598554,0.0002926218,0.001133066,0.0003247199,0.02734746,0.9117751,0.001100467,0.0147443,0.0001303183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6075498,0.005529952,0.3525293,0.0008727575,0.0006180301,0.002516859,0.004515127,0.004944072,0.02092398],"genre_scores_gemma":[0.6739381,0.002413742,0.2900206,0.001014247,0.0002481809,0.003667326,0.006331756,0.0003514444,0.02201451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005589732,"threshold_uncertainty_score":0.02187324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959058163272663,"score_gpt":0.3143938363159565,"score_spread":0.2848032546832298,"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."}}