{"id":"W4403524306","doi":"10.1016/j.ijcard.2024.132654","title":"Monitoring the “high” in high-sensitivity cardiac troponin assays for patient risk stratification","year":2024,"lang":"en","type":"editorial","venue":"International Journal of Cardiology","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Medicine; Risk stratification; Troponin; Cardiology; Internal medicine; Troponin I; 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":[0.01378863,0.004387851,0.006543625,0.003820522,0.002705352,0.008474181,0.003971402,0.02053756,0.005972359],"category_scores_gemma":[0.04869888,0.001927625,0.00326267,0.001716485,0.002995317,0.005041101,0.001422178,0.02659881,0.006065693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490728,"about_ca_system_score_gemma":0.002527496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009392984,"about_ca_topic_score_gemma":0.003143384,"domain_scores_codex":[0.9915671,0.002108403,0.001614241,0.0008499013,0.003500971,0.0003593953],"domain_scores_gemma":[0.9483671,0.02847711,0.002808576,0.0012398,0.01489672,0.004210792],"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":[0.0001270181,0.00002685669,0.0001278226,0.0004747784,0.00009240493,0.0002150467,0.00001759669,0.00004135652,0.00008837494,0.0003332479,0.9877205,0.010735],"study_design_scores_gemma":[0.0006123119,0.0001913662,0.001832002,0.001657689,0.0007126792,0.001295965,0.0001189991,0.0009603422,0.0005211377,0.003119299,0.988887,0.00009124172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006730505,0.005281471,0.0002324764,0.02962319,0.9637787,0.00002308517,0.00005267781,0.00005459013,0.000886565],"genre_scores_gemma":[0.000380231,0.002550122,0.0001859662,0.01626149,0.978846,0.00002206205,0.00001971094,0.00002157938,0.001712783],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02053756,"threshold_uncertainty_score":0.07292211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654256972448371,"score_gpt":0.3423105706517672,"score_spread":0.3257680009272835,"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."}}