{"id":"W4409099356","doi":"10.1016/j.hlc.2025.02.102","title":"National Heart Foundation of Australia & Cardiac Society of Australia and New Zealand: Comprehensive Australian Clinical Guideline for Diagnosing and Managing Acute Coronary Syndromes 2025","year":2025,"lang":"en","type":"article","venue":"Heart Lung and Circulation","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Cardiac Society of Australia and New Zealand; Percy Baxter Charitable Trust; National Heart Foundation of Australia","keywords":"Medicine; Guideline; Foundation (evidence); Intensive care medicine; Acute coronary syndrome; Canadian Cardiovascular Society; Cardiology; Pathology; Myocardial infarction; Angina","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00950191,0.00134904,0.002602428,0.003422858,0.002043934,0.002753095,0.00311421,0.007731561,0.004254823],"category_scores_gemma":[0.03723254,0.001514856,0.002456884,0.003082112,0.001524019,0.001822048,0.003647524,0.0101456,0.003691532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006191775,"about_ca_system_score_gemma":0.03926341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1648908,"about_ca_topic_score_gemma":0.3323988,"domain_scores_codex":[0.9918869,0.001831841,0.002480895,0.0002500948,0.002797998,0.0007523708],"domain_scores_gemma":[0.9671136,0.004638859,0.004198414,0.0006002319,0.01967966,0.003769237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005419206,0.0002162378,0.006379974,0.001142015,0.00007466994,0.0004722622,0.0004162706,0.0005676899,0.0003710538,0.001134769,0.9263149,0.06285593],"study_design_scores_gemma":[0.0004283551,0.0002538998,0.117198,0.009767017,0.0002991571,0.001662573,0.0008844591,0.001733459,0.0005444927,0.002657988,0.8643428,0.0002276479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02025036,0.1068606,0.02510902,0.5847188,0.03061164,0.01020401,0.01687524,0.002087211,0.2032831],"genre_scores_gemma":[0.1169956,0.1581394,0.2426697,0.2173328,0.0131108,0.01575678,0.04989553,0.0009053544,0.1851942],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1648908,"threshold_uncertainty_score":0.3278621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149634734467279,"score_gpt":0.4646526246618731,"score_spread":0.3150178901945941,"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."}}