{"id":"W3115378964","doi":"10.1093/clinchem/hvaa337","title":"Getting Cardiac Troponin Right: Appraisal of the 2020 European Society of Cardiology Guidelines for the Management of Acute Coronary Syndromes in Patients Presenting without Persistent ST-Segment Elevation by the International Federation of Clinical Chemistry and Laboratory Medicine Committee on Clinical Applications of Cardiac Bio-Markers","year":2020,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Abbott Diagnostics; National Institute for Health and Care Research; Hennepin Healthcare Research Institute","keywords":"Medicine; Cardiology; Internal medicine; Troponin; Acute coronary syndrome; ST segment; Myocardial infarction","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":[0.04904634,0.001152843,0.001182397,0.005223331,0.001495522,0.005103291,0.002987101,0.006410162,0.002418824],"category_scores_gemma":[0.08284054,0.0006843273,0.001721741,0.003104625,0.001724702,0.002561012,0.003308991,0.00497119,0.001836663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005039651,"about_ca_system_score_gemma":0.02704301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027457,"about_ca_topic_score_gemma":0.02357887,"domain_scores_codex":[0.9743814,0.007431399,0.007905392,0.0007970978,0.008542583,0.0009421933],"domain_scores_gemma":[0.9433401,0.01116331,0.008044649,0.0007929961,0.03034624,0.006312704],"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":[0.0003246365,0.000238343,0.01482373,0.004840157,0.0001713145,0.0005865886,0.0008775014,0.0006966962,0.0005916642,0.006292382,0.6010358,0.3695211],"study_design_scores_gemma":[0.0002277898,0.0004593457,0.03765422,0.02491003,0.0003444334,0.001004564,0.001950494,0.001470315,0.0005392556,0.004498018,0.9268016,0.0001399296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009238802,0.1777463,0.008703676,0.7266095,0.04292401,0.002117474,0.00271066,0.0002604178,0.02968923],"genre_scores_gemma":[0.1299965,0.294544,0.1715162,0.3255045,0.04033769,0.005878523,0.01453495,0.000529242,0.01715845],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04904634,"threshold_uncertainty_score":0.2593849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07477947834215845,"score_gpt":0.4149724080825687,"score_spread":0.3401929297404103,"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."}}