{"id":"W4406151258","doi":"10.1002/jha2.1005","title":"The association of donor and recipient sex on sepsis rates and hemoglobin increment among critically ill patients receiving red cell transfusions in a retrospective study","year":2025,"lang":"en","type":"article","venue":"eJHaem","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; McMaster University; University of Alberta","funders":"Canadian Blood Services","keywords":"Sepsis; Medicine; Critically ill; Blood transfusion; Hemoglobin; Retrospective cohort study; Red blood cell; Red Blood Cell Transfusion; Intensive care unit; Multivariate analysis; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001306136,0.0001890343,0.0003734818,0.0009736969,0.0002998761,0.0005652544,0.0002823384,0.0002353994,0.0009601117],"category_scores_gemma":[0.00293862,0.0002608534,0.000458741,0.001409926,0.0002584917,0.0004588886,0.0003523588,0.0003526704,0.0001301102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828217,"about_ca_system_score_gemma":0.0003374887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693094,"about_ca_topic_score_gemma":0.001376701,"domain_scores_codex":[0.9988104,0.0003705753,0.0002579482,0.0002438227,0.0001973714,0.0001198696],"domain_scores_gemma":[0.9957172,0.0008666894,0.002242494,0.0003627606,0.0003881838,0.0004226975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004723847,0.000007535598,0.9995609,0.000005886453,0.00002604942,0.00002718973,0.00001936865,0.000005544682,0.00003595581,0.00000450376,0.00001430953,0.0002454698],"study_design_scores_gemma":[0.000005989634,0.0001417627,0.9985839,0.00001133181,0.00006397643,0.0006087286,0.0002106889,0.0001268438,0.00008660825,0.00001423702,0.0001417254,0.000004158933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991678,0.000363923,0.00007813569,0.00001334144,0.00000438706,0.00000534887,0.0002283465,0.000001413144,0.0001373444],"genre_scores_gemma":[0.999577,0.0001141621,0.00006015582,0.00001684142,0.000006877834,0.000005315027,0.0001914036,0.000001071468,0.00002713375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001693094,"threshold_uncertainty_score":0.006907582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005960363499662408,"score_gpt":0.2498557497832873,"score_spread":0.2438953862836249,"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."}}