{"id":"W3214406140","doi":"10.1182/blood-2021-154106","title":"Sex Differences in Anemia and Red Blood Cell Transfusions Among General Internal Medicine Inpatients","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Anemia; Hemoglobin; Retrospective cohort study; Cohort study; Cohort; Blood transfusion; Population; Sickle cell anemia; Epidemiology; Pediatrics; Internal medicine; Disease","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":[0.0004732749,0.0001500278,0.0002579331,0.0006027891,0.0002564748,0.0004963259,0.0002419238,0.0002532013,0.001334621],"category_scores_gemma":[0.002511038,0.0001711688,0.0002753366,0.001069661,0.0002103341,0.0003234087,0.0003434876,0.0003194328,0.0001285921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170895,"about_ca_system_score_gemma":0.0003647644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00426138,"about_ca_topic_score_gemma":0.005417298,"domain_scores_codex":[0.9993944,0.0001240456,0.0001068375,0.0001266925,0.0001274571,0.0001204645],"domain_scores_gemma":[0.9983625,0.0002222091,0.001033501,0.00007656198,0.0001142377,0.0001909543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002349125,0.00000752988,0.9994627,0.000005596783,0.00001551796,0.00003020489,0.00003622645,0.000004904017,0.00003347231,0.000006723823,0.00005119957,0.0003225163],"study_design_scores_gemma":[0.000001828637,0.00001805762,0.9996185,0.000007251971,0.000006697242,0.0001234871,0.0001174856,0.00002842556,0.00001332884,0.000008118701,0.00005576037,9.990893e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988802,0.0003074699,0.00002475577,0.00004820052,0.000006021397,0.000005041527,0.0004405702,0.000001487722,0.0002860929],"genre_scores_gemma":[0.9994825,0.0001173653,0.000025304,0.00003540393,0.000009290457,0.000005376955,0.0002750904,7.646469e-7,0.00004889029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00426138,"threshold_uncertainty_score":0.008473158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235838711985293,"score_gpt":0.2277614954465392,"score_spread":0.2154031083266863,"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."}}