{"id":"W1999808735","doi":"10.1136/bmj.h1952","title":"Testing for changes in troponin over first hour speeds up detection of acute myocardial infarction","year":2015,"lang":"en","type":"letter","venue":"BMJ","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myocardial infarction; Cardiology; Internal medicine; Medicine; Troponin; Troponin I","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":[0.001849845,0.0004303027,0.0007233463,0.001259393,0.0009583096,0.001481673,0.0006427118,0.006918618,0.005237378],"category_scores_gemma":[0.02453695,0.0004466492,0.00048284,0.0007697901,0.0008226967,0.001438994,0.0003302289,0.004316794,0.005212025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459664,"about_ca_system_score_gemma":0.000999027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00729151,"about_ca_topic_score_gemma":0.009970754,"domain_scores_codex":[0.9981009,0.000844871,0.0002963834,0.0001556858,0.0004371103,0.0001650369],"domain_scores_gemma":[0.9921603,0.004600177,0.0007193908,0.0002104308,0.001626207,0.0006835972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001429493,0.0007039667,0.2185682,0.0003979009,0.00009445043,0.009010825,0.0008560019,0.0002888571,0.002248694,0.001488335,0.6388631,0.1260502],"study_design_scores_gemma":[0.002060174,0.002866582,0.5289916,0.003353137,0.0003856062,0.03619071,0.003360029,0.006457534,0.002478052,0.01351749,0.4000729,0.0002661379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06658959,0.004218869,0.0005008967,0.8880064,0.009553566,0.000136052,0.0003779427,0.0001335072,0.03048321],"genre_scores_gemma":[0.3899261,0.01054701,0.002592703,0.5167324,0.06428796,0.0002030166,0.0003129608,0.00007059532,0.01532725],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.00729151,"threshold_uncertainty_score":0.01752073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06631224047289375,"score_gpt":0.3547306970808355,"score_spread":0.2884184566079417,"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."}}