{"id":"W4200600006","doi":"10.1007/s00134-021-06531-x","title":"Transfusion strategies in bleeding critically ill adults: a clinical practice guideline from the European Society of Intensive Care Medicine","year":2021,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"British Heart Foundation","keywords":"Guideline; Medicine; Anesthesiology; Critically ill; Intensive care medicine; Tranexamic acid; Intensive care; Population; Transfusion medicine; MEDLINE; Medical emergency; Blood transfusion; Surgery; Blood loss; Pathology","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":[0.01194753,0.001727433,0.002996263,0.004553359,0.001246027,0.00266167,0.003533842,0.006305099,0.002925264],"category_scores_gemma":[0.0283254,0.00110917,0.004452108,0.003857331,0.001045789,0.002195645,0.002256316,0.008500433,0.002847579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005246046,"about_ca_system_score_gemma":0.02072433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02125516,"about_ca_topic_score_gemma":0.04032183,"domain_scores_codex":[0.9894037,0.003753811,0.003649033,0.0004232611,0.002336112,0.0004339934],"domain_scores_gemma":[0.9777282,0.0061179,0.003145974,0.0003503092,0.01126026,0.001397312],"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":[0.0001576176,0.0003980785,0.002597124,0.01437191,0.0006773904,0.0007099644,0.0006790407,0.001958204,0.0009751394,0.003396564,0.6774099,0.296669],"study_design_scores_gemma":[0.001689753,0.0003555512,0.01800342,0.1294989,0.002186677,0.00171431,0.0007073152,0.003219819,0.001205987,0.00886854,0.8323063,0.0002434666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01157153,0.3075138,0.05699253,0.4903606,0.02055008,0.02464034,0.01401066,0.001378616,0.07298184],"genre_scores_gemma":[0.04511612,0.3267511,0.4179594,0.1273231,0.006011796,0.02120682,0.03094903,0.0004201375,0.02426252],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02125516,"threshold_uncertainty_score":0.06318533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03809914098906181,"score_gpt":0.3655351118695684,"score_spread":0.3274359708805066,"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."}}