{"id":"W4408957608","doi":"10.1093/clinchem/hvaf034","title":"HOPEing That a PEACEful Resolution for the Clinical Utility of High-Sensitivity Cardiac Troponin in the Ambulatory Setting Will Improve Laboratory Testing","year":2025,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ambulatory; Medicine; Sensitivity (control systems); High resolution; Cardiology; Intensive care medicine; Medical physics; Internal medicine; Engineering; Remote sensing; Geography","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":[0.0283046,0.001127769,0.001398919,0.001121566,0.003246314,0.01157738,0.002538214,0.02260494,0.009889216],"category_scores_gemma":[0.106652,0.0006958937,0.001937758,0.0005702312,0.009754648,0.01312851,0.004411655,0.05351274,0.007167415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002625753,"about_ca_system_score_gemma":0.009254245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002271635,"about_ca_topic_score_gemma":0.004004711,"domain_scores_codex":[0.9886752,0.002832723,0.001271443,0.001382288,0.004568355,0.001269956],"domain_scores_gemma":[0.8484483,0.04176809,0.01146289,0.0125601,0.0610292,0.02473131],"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":[0.0004102626,0.0004446074,0.008543372,0.0004248059,0.000334019,0.002423709,0.0008932494,0.0006395344,0.005486531,0.09154671,0.7923204,0.09653284],"study_design_scores_gemma":[0.0001746726,0.0002540137,0.006019808,0.0006589129,0.0001397201,0.002981879,0.002200694,0.001272089,0.002007746,0.1669061,0.8170996,0.0002847677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009139137,0.003091096,0.005717114,0.954212,0.03305907,0.00001647563,0.00005792435,0.0001456138,0.002786906],"genre_scores_gemma":[0.04246572,0.00734672,0.0228131,0.7824905,0.1288403,0.00007323415,0.0002199458,0.0002327115,0.01551778],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0283046,"threshold_uncertainty_score":0.1496909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07164912047454108,"score_gpt":0.4094956285309134,"score_spread":0.3378465080563723,"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."}}