{"id":"W4415321719","doi":"10.1016/j.cjca.2025.05.019","title":"Canadian Cardiovascular Society and National Advisory Committee on Blood and Blood Products Joint Statement on Blood Utilization and Transfusion for Patients With Acute Coronary Syndromes","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Saskatchewan Science Centre; University of Ottawa; Jewish General Hospital; Libin Cardiovascular Institute of Alberta; McGill University; University of Calgary; University of Saskatchewan; Population Health Research Institute; McMaster University; McMaster University Medical Centre","funders":"","keywords":"Expert opinion; Myocardial infarction; Anemia; Transfusion medicine; Statement (logic); Blood transfusion; Acute coronary syndrome","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003550626,0.001014298,0.002508584,0.004246187,0.0009062582,0.001454172,0.001472468,0.002530828,0.007759255],"category_scores_gemma":[0.009336655,0.000382544,0.001809928,0.004679461,0.0006105414,0.000739686,0.0009644121,0.003556502,0.00145749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004684812,"about_ca_system_score_gemma":0.02538802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1085769,"about_ca_topic_score_gemma":0.2154672,"domain_scores_codex":[0.9982778,0.0002738074,0.0002942387,0.00009561099,0.0009034168,0.0001551714],"domain_scores_gemma":[0.9943976,0.001725892,0.0008580528,0.00007280213,0.002522237,0.0004235039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001737798,0.00008524852,0.0005282616,0.02614195,0.0004676884,0.00006184344,0.00003636688,0.0001233753,0.0001286094,0.001890972,0.482593,0.487769],"study_design_scores_gemma":[0.0002551527,0.00006920813,0.004138703,0.03956061,0.001785485,0.0001857186,0.00005860005,0.00009826831,0.00009140406,0.0009079016,0.9528072,0.00004162259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007426073,0.9883729,0.00008526816,0.005663249,0.002609893,0.00004458064,0.0002479206,0.00001313172,0.002888958],"genre_scores_gemma":[0.0007310275,0.9932284,0.0003105927,0.00326248,0.001089931,0.00004006633,0.0002757928,0.000003292062,0.001058465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8914231,"threshold_uncertainty_score":0.2158899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304777748206481,"score_gpt":0.2613302001570615,"score_spread":0.2282824226749967,"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."}}