{"id":"W4388591663","doi":"10.1056/nejmoa2307983","title":"Restrictive or Liberal Transfusion Strategy in Myocardial Infarction and Anemia","year":2023,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; McMaster University; Ottawa Hospital; Université de Sherbrooke; University of Toronto; Université de Montréal; Grey Nuns Community Hospital; Canadian VIGOUR Centre; University of Alberta; St. Michael's Hospital; Centre Hospitalier de l’Université de Montréal; Bruyère; University of Ottawa","funders":"National Heart, Lung, and Blood Institute; Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Agence Nationale de la Recherche; Canadian Blood Services","keywords":"Myocardial infarction; Medicine; Cardiology; Anemia; Internal medicine; Intensive care 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":[0.002691268,0.0003024562,0.0005529217,0.0001782331,0.0001399799,0.0004547185,0.0003060079,0.00051862,0.001703613],"category_scores_gemma":[0.004219285,0.0001370208,0.0004223551,0.0002085418,0.0004394724,0.0002657702,0.0002552952,0.0007383283,0.0001074458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555831,"about_ca_system_score_gemma":0.0006754627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003218106,"about_ca_topic_score_gemma":0.0005427369,"domain_scores_codex":[0.9990256,0.0006709452,0.00007733642,0.00007650011,0.00008031039,0.00006940191],"domain_scores_gemma":[0.9981047,0.001028822,0.0004988481,0.00007731489,0.00004110123,0.0002492594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5996814,0.01283317,0.1323459,0.001818447,0.004345413,0.0002847337,0.0003443623,0.003259183,0.004160651,0.001952436,0.002499473,0.2364747],"study_design_scores_gemma":[0.2901292,0.3767436,0.29212,0.001554685,0.007091265,0.001536762,0.0004948199,0.01371136,0.002937174,0.008207066,0.005375437,0.00009863778],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940943,0.003468047,0.0005429229,0.0003700665,0.00007496843,0.000160191,0.00005169455,0.00001006107,0.001227657],"genre_scores_gemma":[0.9981085,0.0005720729,0.0005982345,0.0003460553,0.00006856045,0.0001293886,0.00007580466,0.00000151477,0.00009980607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002691268,"threshold_uncertainty_score":0.01423293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758428707031569,"score_gpt":0.2948412183597099,"score_spread":0.2672569312893942,"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."}}