{"id":"W3215971545","doi":"10.7326/m21-4342","title":"High-Sensitivity Cardiac Troponins and Clinical Decision Making in Caring for Patients With Chest Pain","year":2021,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Chest pain; Troponin; Clinical decision making; Acute coronary syndrome; MEDLINE; Triage","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":[0.0043003,0.0003541778,0.0005711417,0.0008646626,0.0007490552,0.003053934,0.0005705522,0.001614689,0.001708135],"category_scores_gemma":[0.04194343,0.0003494809,0.0005639392,0.0008331656,0.0007633902,0.001800804,0.0007697931,0.003179751,0.0002408694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007524657,"about_ca_system_score_gemma":0.001880711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942186,"about_ca_topic_score_gemma":0.007282763,"domain_scores_codex":[0.9963833,0.002270464,0.0003840983,0.0001527077,0.0005078925,0.0003015236],"domain_scores_gemma":[0.9817545,0.0129198,0.002575793,0.0001778533,0.001101854,0.001470205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008441963,0.0006295608,0.9640667,0.0001309834,0.0002537854,0.001032686,0.001119524,0.000554462,0.00009978312,0.0006492575,0.002595457,0.02802358],"study_design_scores_gemma":[0.0001614962,0.0006897112,0.9713137,0.0005826519,0.0003135522,0.002362195,0.006480118,0.007623313,0.0001886031,0.007854648,0.00235871,0.00007117975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636611,0.01121205,0.0005472751,0.01582793,0.0005359329,0.00004087497,0.0001102792,0.000008089722,0.008056612],"genre_scores_gemma":[0.9947384,0.002522089,0.0008231995,0.000946697,0.0006568084,0.00001862183,0.00006708512,0.000003071583,0.0002239523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0043003,"threshold_uncertainty_score":0.02274239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05918077335068246,"score_gpt":0.4121257009302483,"score_spread":0.3529449275795659,"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."}}