{"id":"W194436307","doi":"10.1093/eurheartj/ehx492","title":"Early diagnosis of acute coronary syndrome","year":2017,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"British Heart Foundation","keywords":"Medicine; Acute coronary syndrome; Chest pain; Emergency department; Troponin; Myocardial infarction; Intensive care medicine; Medical diagnosis; Internal medicine; Cardiology; Radiology","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":[0.001636403,0.000476482,0.0008187391,0.001751285,0.0003107793,0.001423981,0.000473448,0.0008088624,0.003003166],"category_scores_gemma":[0.00621375,0.0001676663,0.0005033747,0.0009360928,0.0003943258,0.0008955619,0.0008369405,0.002049362,0.001090348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006321556,"about_ca_system_score_gemma":0.001583368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001826899,"about_ca_topic_score_gemma":0.002682586,"domain_scores_codex":[0.9987116,0.000408322,0.0002234987,0.0001063875,0.0004249807,0.0001252653],"domain_scores_gemma":[0.9967805,0.0012371,0.0004481452,0.00006807961,0.001218891,0.0002472239],"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":[0.000715766,0.000153049,0.1367364,0.006011777,0.0003425827,0.004562689,0.0005320968,0.0004448435,0.002133694,0.0122287,0.110916,0.7252225],"study_design_scores_gemma":[0.0002636826,0.0007200702,0.3568722,0.0241449,0.0009048264,0.03043575,0.001467747,0.002053534,0.002771567,0.02187399,0.5582905,0.0002012501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05760732,0.7427546,0.01902082,0.0731174,0.01335511,0.0003252471,0.002530068,0.0004250084,0.09086447],"genre_scores_gemma":[0.4615793,0.4802829,0.01652892,0.01280669,0.01670473,0.0001490323,0.00327241,0.00003750719,0.008638532],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003003166,"threshold_uncertainty_score":0.01004666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0689858257635113,"score_gpt":0.3612639268016755,"score_spread":0.2922781010381642,"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."}}