{"id":"W4403967975","doi":"10.1001/jamanetworkopen.2024.42361","title":"Anemia Acuity Effect on Transfusion Strategies in Acute Myocardial Infarction","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital; Université de Montréal; Centre Hospitalier de l’Université de Montréal","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":"Medicine; Anemia; Randomization; Myocardial infarction; Randomized controlled trial; Internal medicine; Pediatrics","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":[0.0005881907,0.0002018171,0.0003525037,0.00006917872,0.00008281502,0.0002973402,0.0001219769,0.0001844746,0.0002292347],"category_scores_gemma":[0.00001122439,0.0001449748,0.0001205888,0.0003618838,0.00003984631,0.0002573459,0.00006512034,0.0004639692,0.0001551777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753458,"about_ca_system_score_gemma":0.0001297676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003100208,"about_ca_topic_score_gemma":0.00008116895,"domain_scores_codex":[0.9987367,0.0001564731,0.0002154609,0.0003772199,0.000217157,0.0002969838],"domain_scores_gemma":[0.9994613,0.0001685122,0.00002282934,0.0002375138,0.0000160729,0.00009376137],"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":[0.01371188,0.0008286568,0.1484564,0.001006489,0.001615259,0.005732656,0.002820442,0.003380975,0.006769078,0.01060568,0.1510431,0.6540294],"study_design_scores_gemma":[0.01710192,0.01217533,0.8849802,0.008081207,0.001272026,0.0005352533,0.0005448537,0.00303671,0.003485785,0.003606504,0.06423618,0.0009440494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274431,0.0004928331,0.00003175843,0.006901484,0.0007637851,0.001287608,0.000007013046,0.0001223407,0.06295006],"genre_scores_gemma":[0.9959084,0.001137115,0.0002202355,0.0005858727,0.0009924785,0.000111307,0.0001085281,0.00002979608,0.0009063035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7365238,"threshold_uncertainty_score":0.59119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303449379049545,"score_gpt":0.3131915752788322,"score_spread":0.3001570814883368,"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."}}