{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007100402,0.0001141149,0.0003783952,0.0005347827,0.0000340544,0.000006633375,0.00004355624,0.00007098263,0.0001593899],"category_scores_gemma":[0.0001193952,0.00006888655,0.00004205399,0.0005527419,0.00005276667,0.00009080732,0.0000105806,0.0003832272,0.000002989648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003192412,"about_ca_system_score_gemma":0.000132196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002613735,"about_ca_topic_score_gemma":0.000189948,"domain_scores_codex":[0.9988308,0.00007055339,0.0004208994,0.0001230569,0.0003886879,0.000165983],"domain_scores_gemma":[0.9994093,0.000116648,0.00008505463,0.00007958239,0.00006890474,0.0002405234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0108999,0.0001534582,0.03656933,0.0001796921,0.0001884182,0.003030337,0.004762935,0.0002023147,0.01202656,0.0002718149,0.03218348,0.8995318],"study_design_scores_gemma":[0.1318185,0.006718895,0.8195897,0.0008458142,0.0004197241,0.002027238,0.001519718,0.0002100983,0.0002035645,0.0008122712,0.03569137,0.0001430378],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754264,0.0003593392,0.0001673101,0.02010547,0.0004581217,0.0002609481,8.399929e-7,0.0000256098,0.003195956],"genre_scores_gemma":[0.9860108,0.01013368,0.00008385027,0.0006466659,0.001805662,0.00000170641,0.000006036151,0.00001310046,0.00129844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8993887,"threshold_uncertainty_score":0.2809112,"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."}}