{"id":"W2107522704","doi":"10.1056/nejmoa0802395","title":"A Comparison of Aprotinin and Lysine Analogues in High-Risk Cardiac Surgery","year":2008,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":1147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; University of Manitoba; Queen's University; Toronto General Hospital; McMaster University; Libin Cardiovascular Institute of Alberta; Health Sciences Centre; Canadian Blood Services; St. Michael's Hospital; Sunnybrook Health Science Centre; Hamilton Health Sciences; University of Toronto; Western University; University of Ottawa","funders":"","keywords":"Tranexamic acid; Aprotinin; Medicine; Antifibrinolytic; Aminocaproic acid; Anesthesia; Relative risk; Surgery; Confidence interval; Cardiac surgery; Internal medicine; Blood loss","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119531,0.0001166248,0.001133271,0.0004577918,0.00002555762,0.0000015009,0.00004630204,0.00004892402,0.00006724001],"category_scores_gemma":[0.0003250382,0.00007521168,0.0000858342,0.0002723876,0.0001312784,0.00004430542,0.00001325355,0.0003125969,7.174652e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001454867,"about_ca_system_score_gemma":0.00009517813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007711509,"about_ca_topic_score_gemma":0.00008644317,"domain_scores_codex":[0.9984283,0.0001246658,0.000780248,0.0001038176,0.0004261946,0.0001368073],"domain_scores_gemma":[0.9988921,0.0003081969,0.0003482016,0.0001192056,0.0001167308,0.0002156027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008540059,0.0001963133,0.8740193,0.00009785956,0.0001852516,0.0002674292,0.002115465,0.00001050796,0.0009551294,0.00004252795,0.01472231,0.1065339],"study_design_scores_gemma":[0.03191414,0.001799067,0.9430763,0.0008733157,0.0005915553,0.0004370663,0.0006419339,0.00004161501,0.001247941,0.0001118454,0.01917008,0.00009510005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887456,0.004880459,0.0002507454,0.005262151,0.0003315621,0.0001610266,0.000001976317,0.000006259922,0.0003602459],"genre_scores_gemma":[0.9902043,0.008061238,0.0005338305,0.0001802555,0.0008830857,8.195881e-7,0.000006740236,0.000009379294,0.0001203919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1064388,"threshold_uncertainty_score":0.3067043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03819831915483422,"score_gpt":0.2946562508957331,"score_spread":0.2564579317408988,"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."}}