{"id":"W4386424669","doi":"10.1016/j.bja.2023.06.058","title":"Achieving a preoperative haemoglobin above 130 g L−1 may be more important in female than in male patients before cardiac surgery","year":2023,"lang":"en","type":"letter","venue":"British Journal of Anaesthesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Daiichi Sankyo Europe; Novo Nordisk; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Swiss Foundation for Anesthesia Research; AstraZeneca; CSL Behring; B. Braun Melsungen; National Science Foundation; Les Laboratories Pierre Fabre; Celgene; Bayer; Universitätsspital Zürich; Alexion Pharmaceuticals; University of Toronto; Octapharma","keywords":"Medicine; Cardiac surgery; Perioperative; Cohort; Retrospective cohort study; Cardiopulmonary bypass; Blood management; Surgery; 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":[0.0007473981,0.0004771649,0.0008406058,0.0005116089,0.001801492,0.001630019,0.0005361862,0.01509294,0.009121886],"category_scores_gemma":[0.01318539,0.0004012369,0.0005369771,0.0006063218,0.001192767,0.001556103,0.0006065582,0.01163316,0.003326789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00213412,"about_ca_system_score_gemma":0.001737984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004704894,"about_ca_topic_score_gemma":0.008660133,"domain_scores_codex":[0.99911,0.0002793422,0.0001787385,0.00007842088,0.0001474701,0.0002059079],"domain_scores_gemma":[0.9957168,0.002051633,0.0007360289,0.00009482727,0.0003331426,0.001067543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005947173,0.0002244543,0.0433531,0.0004281444,0.00006189714,0.2550002,0.001783685,0.0005112142,0.001721575,0.007344508,0.6516204,0.03735607],"study_design_scores_gemma":[0.0004368931,0.0008300774,0.06767225,0.001941794,0.0001011374,0.3488322,0.006458023,0.001724995,0.000821211,0.02218682,0.5487658,0.0002287937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02173601,0.002982819,0.0003134517,0.9395484,0.01349069,0.00002505786,0.00009644651,0.00003742993,0.02176968],"genre_scores_gemma":[0.1986427,0.006757737,0.00138019,0.6772519,0.08673665,0.00008657193,0.0001565218,0.00009517257,0.02889247],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01509294,"threshold_uncertainty_score":0.03051579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760352363950903,"score_gpt":0.2523259064886405,"score_spread":0.2347223828491315,"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."}}