{"id":"W3120913534","doi":"10.1111/trf.16232","title":"A prospective observational study of the incidence, natural history, and risk factors for intravenous immunoglobulin‐mediated hemolysis","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; Hospital for Sick Children; Mount Sinai Hospital; Institute for Work & Health; Toronto Western Hospital; Canadian Blood Services; Sunnybrook Health Science Centre; St. Michael's Hospital; Sinai Health System; Health Sciences Centre; University Health Network; University of Toronto","funders":"Health Canada; Canadian Blood Services","keywords":"Hemolysis; Medicine; ABO blood group system; Incidence (geometry); Observational study; Internal medicine; Antibody; Immunology; Prospective cohort study; Univariate analysis; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005555705,0.0001008713,0.0002449123,0.0000296421,0.0001020718,0.000003478419,0.0000381138,0.00004536589,0.00003221673],"category_scores_gemma":[0.000112474,0.00006407831,0.00007827141,0.0001504181,0.00004085722,0.00004080267,0.00001369373,0.0001140799,3.712309e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131551,"about_ca_system_score_gemma":0.0001197717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009680294,"about_ca_topic_score_gemma":0.0008190783,"domain_scores_codex":[0.9993106,0.00003554678,0.0001702539,0.0001909033,0.0001966538,0.00009602086],"domain_scores_gemma":[0.9995003,0.0001167336,0.00006413295,0.0001385261,0.0001509045,0.00002939177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004472642,0.001397976,0.9809889,0.00003369338,0.0003473431,0.00002760551,0.007480341,0.000004042198,0.007931403,0.00001480165,0.00003492535,0.00129173],"study_design_scores_gemma":[0.004202444,0.0005229104,0.9902954,0.00003114213,0.0004033889,0.00001943248,0.001524049,0.0001561816,0.002607965,0.00009504225,0.00008056096,0.00006149338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976348,0.001015883,0.00002608533,0.0001026685,0.0001446418,0.0009786858,0.00003411131,0.00001361586,0.00004955991],"genre_scores_gemma":[0.9992471,0.0003218336,0.0001119831,0.00002839779,0.0000102239,0.00003320455,0.0000570322,0.000009071179,0.0001811159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009306516,"threshold_uncertainty_score":0.2613038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359590312249254,"score_gpt":0.2562956356084614,"score_spread":0.2326997324859688,"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."}}