{"id":"W4379769158","doi":"10.1097/tp.0000000000004659","title":"ABO Antibody Development, a New Look at a Very Old Question","year":2023,"lang":"en","type":"letter","venue":"Transplantation","topic":"Blood groups and transfusion","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"ABO blood group system; Antibody; Immunology; Antigen; Immune system; Transfusion medicine; Transplantation; Biology; Isoantibodies; Blood transfusion; Medicine; Internal medicine","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":[0.006562104,0.0009062466,0.002432714,0.002055143,0.002001207,0.005318407,0.00171564,0.008373565,0.007096076],"category_scores_gemma":[0.0134386,0.0005194551,0.0007086385,0.001233838,0.008715433,0.01804093,0.002143836,0.01970251,0.002794253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186178,"about_ca_system_score_gemma":0.002560059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268052,"about_ca_topic_score_gemma":0.001619673,"domain_scores_codex":[0.9975799,0.0007783394,0.0002461231,0.0004438726,0.0006770448,0.0002746783],"domain_scores_gemma":[0.9852909,0.008103014,0.0007870108,0.0008817562,0.003307748,0.001629538],"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":[0.0003519748,0.0001708842,0.002918425,0.001804565,0.0001210277,0.001194011,0.0009840867,0.0001129061,0.002594619,0.06354575,0.6205543,0.3056475],"study_design_scores_gemma":[0.00002942983,0.0001115677,0.001184328,0.001309449,0.00004452183,0.00220758,0.0009487594,0.00008123466,0.0006473356,0.05251049,0.9408723,0.0000531125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001574399,0.5149171,0.001303675,0.4285741,0.04878988,0.000008616895,0.0001416385,0.0001026436,0.004587913],"genre_scores_gemma":[0.02083896,0.5257034,0.001635878,0.2215135,0.2200616,0.00002780489,0.0002201906,0.0001296891,0.009868939],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008373565,"threshold_uncertainty_score":0.03470409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071982530279736,"score_gpt":0.2849232758881066,"score_spread":0.2642034505853092,"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."}}