{"id":"W4414292480","doi":"10.1111/trf.18403","title":"Long‐read <scp>DNA</scp> sequencing resolves a rare case of alloimmune hemolysis mimicking autoimmune hemolysis","year":2025,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Blood Services; University of Toronto","funders":"National Institutes of Health","keywords":"Hemolysis; Serology; Typing; DNA sequencing; Transfusion medicine; Genotype","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006441342,0.0004551732,0.001078089,0.0006428917,0.0003802313,0.00003621645,0.0002250065,0.0003721834,0.0001911286],"category_scores_gemma":[0.0001301191,0.0004085583,0.0006092791,0.001463176,0.000165207,0.0001896483,0.00007023471,0.000546074,0.00001146576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507476,"about_ca_system_score_gemma":0.0002374866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734886,"about_ca_topic_score_gemma":0.0004158524,"domain_scores_codex":[0.9971308,0.0001567249,0.0009802136,0.000707623,0.000458004,0.0005666068],"domain_scores_gemma":[0.998129,0.0003928411,0.0001588085,0.0009122115,0.0002526458,0.0001544988],"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":[0.000413173,0.0007172865,0.004429228,0.001421544,0.0007696378,0.003944275,0.007425106,0.0002068458,0.9117456,0.0001809751,0.0001785629,0.06856774],"study_design_scores_gemma":[0.01311116,0.000992327,0.02863164,0.005299529,0.004977211,0.004670362,0.007149671,0.005554398,0.9262437,0.0002704527,0.00264171,0.0004578517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677717,0.004466371,0.02263577,0.0007730981,0.0002706033,0.0009650356,0.00002102928,0.0002372011,0.002859199],"genre_scores_gemma":[0.991783,0.001757979,0.003218221,0.0002743207,0.00005839302,0.0000401971,0.00007730874,0.00006475946,0.002725816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06810989,"threshold_uncertainty_score":0.9998366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332817637130328,"score_gpt":0.2567408293597211,"score_spread":0.2434126529884179,"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."}}