{"id":"W4411675461","doi":"10.1136/openhrt-2025-003213","title":"Effectiveness of the GRACE risk score according to troponin elevation in patients admitted with non-ST elevation acute coronary syndrome: a post hoc analysis of the UKGRIS parallel group cluster randomised controlled trial","year":2025,"lang":"en","type":"article","venue":"Open Heart","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; St. Michael's Hospital","funders":"European Society of Cardiology; British Heart Foundation; Vifor Pharma; National Institute for Health and Care Research; Daiichi-Sankyo; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Acute coronary syndrome; Internal medicine; Troponin; ST elevation; Myocardial infarction; Relative risk; Guideline; Percutaneous coronary intervention; Post-hoc analysis; Troponin I; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007221484,0.002892084,0.007797197,0.0006007339,0.0004628173,0.001957097,0.001458574,0.001953382,0.005887607],"category_scores_gemma":[0.01270921,0.0008688018,0.007769063,0.0007894675,0.001560855,0.001788216,0.001359778,0.003502873,0.0005753409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002550214,"about_ca_system_score_gemma":0.002417402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004319525,"about_ca_topic_score_gemma":0.007003013,"domain_scores_codex":[0.9903315,0.006991228,0.0005620511,0.001014929,0.0004172304,0.0006830354],"domain_scores_gemma":[0.9926156,0.003235506,0.001820577,0.0009112114,0.0004700713,0.000946934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9928295,0.0004496506,0.0006096488,0.0004253213,0.002914774,0.00001344874,0.00002963743,0.0002243681,0.0001308252,0.00004051972,0.0002788753,0.002053449],"study_design_scores_gemma":[0.9687514,0.01989333,0.005430461,0.00009601952,0.004498706,0.00001696877,0.00004200676,0.0006761681,0.0001145023,0.0001995146,0.0002483091,0.00003270491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982263,0.00776842,0.0007946255,0.000955979,0.0009720045,0.003864888,0.001540414,0.0001244896,0.001716108],"genre_scores_gemma":[0.9895565,0.001463607,0.001478638,0.0007440574,0.0004812395,0.003891255,0.001108317,0.00004096653,0.001235276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007797197,"threshold_uncertainty_score":0.03819132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009290484121171,"score_gpt":0.3032683080535745,"score_spread":0.2931754032123627,"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."}}