{"id":"W3096249124","doi":"10.1182/blood-2020-141154","title":"Red Blood Cell Transfusion and the Use of Intravenous Iron in Iron Deficient Patients Presenting to the Emergency Department","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; George & Fay Yee Centre for Healthcare Innovation; University of Manitoba","funders":"","keywords":"Medicine; Mean corpuscular volume; Emergency department; Anemia; Transferrin saturation; Ferritin; Hemoglobin; Iron-deficiency anemia; Blood transfusion; Incidence (geometry); Retrospective cohort study; Population; Internal medicine; Iron deficiency; Sickle cell anemia; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006480897,0.0001554839,0.0002312371,0.001225919,0.0002703069,0.0005286192,0.000373615,0.0003107482,0.00168506],"category_scores_gemma":[0.003854531,0.0001687985,0.0002645451,0.001669756,0.0001811132,0.0002399059,0.0003327464,0.0004409336,0.0001667062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007112934,"about_ca_system_score_gemma":0.0007926645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232035,"about_ca_topic_score_gemma":0.01429258,"domain_scores_codex":[0.9995037,0.0001111371,0.0001037473,0.00007970713,0.0001225764,0.00007908088],"domain_scores_gemma":[0.9974336,0.0005146382,0.001594997,0.00006444122,0.0001960231,0.0001962877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004292106,0.000009890644,0.9990799,0.00001485732,0.00001209032,0.000095879,0.00003097104,0.00002231026,0.0000240556,0.00001066109,0.0001547213,0.0005016634],"study_design_scores_gemma":[0.000008948959,0.00003835987,0.9982682,0.0000453469,0.000019865,0.0006079567,0.0001952882,0.000272474,0.00004536658,0.00001648679,0.0004785022,0.00000314105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979758,0.0003620761,0.00004843308,0.0001307288,0.000009981816,0.00001792751,0.0009907671,0.0000020443,0.0004622882],"genre_scores_gemma":[0.9986093,0.0002548205,0.000165999,0.00008240619,0.00001823018,0.00001848949,0.0007618861,0.000001281094,0.00008743897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01232035,"threshold_uncertainty_score":0.02449727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614938175758803,"score_gpt":0.2177740643882319,"score_spread":0.2016246826306438,"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."}}