{"id":"W3122795623","doi":"10.1016/j.ahj.2021.01.015","title":"Red blood cell transfusion threshold and mortality in cardiac intensive care unit patients","year":2021,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Blood transfusion and management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Medicine; Cardiogenic shock; Intensive care unit; Coronary care unit; Retrospective cohort study; Blood transfusion; Nadir; Population; Internal medicine; Acute coronary syndrome; Cardiology; Myocardial infarction","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":[0.0004150538,0.0001951599,0.0003517559,0.000406608,0.0003462822,0.0009489996,0.0002941985,0.0007949008,0.003197572],"category_scores_gemma":[0.003985248,0.0002499452,0.0004591947,0.0004455651,0.0002299305,0.0006125672,0.000367502,0.001609189,0.0002788491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003740382,"about_ca_system_score_gemma":0.0004156855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257017,"about_ca_topic_score_gemma":0.002171739,"domain_scores_codex":[0.999673,0.00008821476,0.00003634052,0.00004575299,0.00004695705,0.0001096947],"domain_scores_gemma":[0.997741,0.0007524178,0.0007385486,0.00007681276,0.0001084771,0.0005827949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007426632,0.000184554,0.9960691,0.00001440294,0.00007525889,0.0001350783,0.00006188962,0.0001383841,0.0002036477,0.00008887679,0.0003682551,0.001918042],"study_design_scores_gemma":[0.00002745872,0.0002237053,0.9981403,0.00002190069,0.00005619118,0.000206509,0.0002678585,0.0006735419,0.00006154984,0.0001938014,0.0001176416,0.000009455325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986522,0.0002823983,0.00004407749,0.0001811617,0.00003152964,0.000002388417,0.00008289038,0.000003145058,0.0007202078],"genre_scores_gemma":[0.9993806,0.00009273855,0.00003598246,0.00009045567,0.00004653431,0.000002854751,0.0001350927,0.00000170948,0.0002139478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003197572,"threshold_uncertainty_score":0.01069695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054677776375727,"score_gpt":0.2849385841707692,"score_spread":0.2643918064070119,"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."}}