{"id":"W2983379402","doi":"10.1182/blood-2019-121388","title":"The Presence and Persistence of Pregnancy-Associated Red Blood Cell Alloantibodies in Blood Donors","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Medicine; Isoantibodies; Pregnancy; Antibody; Red blood cell; Immunology; Blood transfusion; Antigen; Obstetrics; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00165319,0.0001170072,0.0001489438,0.0007729639,0.0002743312,0.0004583861,0.0002858949,0.0002435693,0.001340677],"category_scores_gemma":[0.003534148,0.0001635119,0.0002111557,0.0009364965,0.0002630025,0.0003951874,0.0004144323,0.0004151814,0.0001969439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003295348,"about_ca_system_score_gemma":0.0003766566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640099,"about_ca_topic_score_gemma":0.002192201,"domain_scores_codex":[0.9992011,0.0002294276,0.0001590595,0.000160957,0.0001264822,0.0001230375],"domain_scores_gemma":[0.9973618,0.0005312674,0.001630498,0.0001234625,0.0001593624,0.0001935578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004979408,0.00001011997,0.9987071,0.000006096033,0.000007777087,0.00003843105,0.00003991862,0.00001048188,0.0000518495,0.00001218583,0.00004242088,0.001023919],"study_design_scores_gemma":[0.000004859447,0.0001070588,0.9977984,0.0000262563,0.00002338899,0.001084265,0.0002577478,0.0001637431,0.0001562139,0.00005046955,0.0003232552,0.000004217156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988877,0.0003338069,0.00009774639,0.00003367038,0.000003415936,0.000006740912,0.0003832843,0.000001964938,0.0002516633],"genre_scores_gemma":[0.9993829,0.0001397786,0.00010358,0.00002043738,0.000004822632,0.000009051356,0.0002716562,8.090769e-7,0.00006691786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002640099,"threshold_uncertainty_score":0.008743048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00933720772852417,"score_gpt":0.2071557069415336,"score_spread":0.1978184992130094,"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."}}