{"id":"W4388162945","doi":"10.1101/2023.10.27.23297701","title":"Outcomes and Management When Using High-sensitivity Versus Conventional Cardiac Troponin in Patients With Chest Pain: A Meta-analysis","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chest pain; Observational study; Mace; Randomized controlled trial; Myocardial infarction; Meta-analysis; Troponin; Internal medicine; Odds ratio; Cardiology; Intensive care medicine; Conventional PCI","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":[0.01676195,0.00378455,0.02911225,0.005770852,0.0006979506,0.004981199,0.002673127,0.003221568,0.004919396],"category_scores_gemma":[0.03353662,0.001576577,0.07305595,0.005936726,0.0009551189,0.002545224,0.001933019,0.002917458,0.0004510887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003010196,"about_ca_system_score_gemma":0.002474837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00583657,"about_ca_topic_score_gemma":0.009740238,"domain_scores_codex":[0.985909,0.007273436,0.003855676,0.001413282,0.00110326,0.0004452831],"domain_scores_gemma":[0.9774135,0.01668279,0.003468254,0.0007190302,0.001347092,0.0003694042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003850362,0.00003363406,0.001671565,0.1383245,0.8518963,0.00006972576,0.0000443422,0.0003353565,0.0001028353,0.00005875744,0.0002015503,0.003411033],"study_design_scores_gemma":[0.0009065131,0.0001907725,0.00120905,0.005317645,0.9916959,0.0000308326,0.00002002313,0.000118257,0.00004409151,0.00009258698,0.0003603974,0.00001394072],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01256445,0.9840006,0.00109866,0.0002914165,0.000351505,0.0005784002,0.0006209378,0.00005956272,0.0004344525],"genre_scores_gemma":[0.4604975,0.5281327,0.003767329,0.002034718,0.0007044371,0.002715251,0.00126464,0.00009603496,0.0007873785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02911225,"threshold_uncertainty_score":0.08864677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142823087872533,"score_gpt":0.3388666523217347,"score_spread":0.2245843435344814,"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."}}