{"id":"W4289793915","doi":"10.1002/cpz1.504","title":"Methods to Evaluate the Potential Clinical Significance of Antibodies to Red Blood Cells","year":2022,"lang":"en","type":"article","venue":"Current Protocols","topic":"Blood groups and transfusion","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Blood Services","funders":"Health Canada; Government of Canada; University of Toronto; Canadian Blood Services; Australian Government","keywords":"Antibody-dependent cell-mediated cytotoxicity; Antibody; Hemolysis; Immunology; Antigen; Medicine; Blood transfusion; Red blood cell; Serology; Population; Phagocytosis; Immune system; Monoclonal antibody","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":[0.004636387,0.001870445,0.001081196,0.005060488,0.0006998519,0.001131169,0.001352614,0.001600464,0.008099639],"category_scores_gemma":[0.005269223,0.0008034249,0.0009789142,0.002172476,0.001299379,0.0008676866,0.0008841484,0.002132743,0.005683802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005419899,"about_ca_system_score_gemma":0.001068459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047786,"about_ca_topic_score_gemma":0.001058765,"domain_scores_codex":[0.9928967,0.001706322,0.000826099,0.001125383,0.003065413,0.0003801083],"domain_scores_gemma":[0.9959174,0.001049656,0.0008398409,0.0005316969,0.001475253,0.0001861919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001982388,0.001377922,0.04408784,0.003555759,0.0003177633,0.001199212,0.0008891518,0.0007126509,0.5935189,0.006894738,0.009434857,0.3360289],"study_design_scores_gemma":[0.0003101934,0.005558078,0.07536557,0.001499897,0.0006932571,0.00833771,0.0008785255,0.007115266,0.7283244,0.008147461,0.1633482,0.0004213684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1374542,0.05691534,0.6989333,0.002904992,0.002258021,0.02356041,0.00981344,0.005084604,0.06307571],"genre_scores_gemma":[0.2299004,0.03281054,0.6471068,0.002779145,0.0006150354,0.03198142,0.006613969,0.0005929317,0.04759976],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008099639,"threshold_uncertainty_score":0.02709603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135878728698622,"score_gpt":0.4878711827832264,"score_spread":0.3742833099133642,"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."}}