{"id":"W4391068281","doi":"10.1016/j.ajog.2023.11.1069","title":"1042 Racial disparities in maternal transfusion in the United States by mode of delivery","year":2024,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Odds ratio; Pacific islanders; Blood transfusion; Confidence interval; Obstetrics; Population; Forceps; Demography; Surgery; Internal medicine","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":[0.0003269727,0.000107239,0.0001626502,0.0007406189,0.0004599144,0.0003825757,0.0002235545,0.0003347857,0.004273497],"category_scores_gemma":[0.001600986,0.0001772166,0.0002912962,0.001624918,0.0001647912,0.00026677,0.0003321932,0.0004051518,0.0002460125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003766961,"about_ca_system_score_gemma":0.0005475769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04500493,"about_ca_topic_score_gemma":0.06300438,"domain_scores_codex":[0.9996421,0.0001021182,0.00003768939,0.00005716963,0.00005019052,0.0001107133],"domain_scores_gemma":[0.9989697,0.0001696772,0.000550977,0.00005247178,0.00009887172,0.0001583826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007174697,0.00004692134,0.9959553,0.000009920008,0.00005888337,0.00003755347,0.0001455424,0.00004077619,0.000106573,0.0002440287,0.0009222251,0.002360485],"study_design_scores_gemma":[0.00000463741,0.00001966167,0.9988034,0.00002187807,0.00002326773,0.00005486138,0.0004243375,0.00009252875,0.0000283035,0.00006784569,0.0004563947,0.00000290616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927492,0.0007917539,0.00008741367,0.0007098627,0.00003073769,0.000005910901,0.001625436,0.000004555618,0.003995063],"genre_scores_gemma":[0.9985473,0.0003371019,0.0000478961,0.0001958634,0.00002897066,0.000005660073,0.0003913389,0.000002703974,0.0004431829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04500493,"threshold_uncertainty_score":0.08948594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000488636683648,"score_gpt":0.2825075928754167,"score_spread":0.2725027065085802,"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."}}