{"id":"W7117478908","doi":"10.29173/cjen532","title":"Evaluating the impact of rapid high sensitivity troponin testing within a community hospital emergency department: A pilot study","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chest pain; Emergency department; Troponin; Ambulatory; Acute coronary syndrome; Interim analysis; Troponin I","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01354063,0.0006811763,0.001483143,0.001465436,0.00262681,0.00008292724,0.0008166077,0.0001612977,0.001418537],"category_scores_gemma":[0.01293338,0.0005419511,0.0007916543,0.00370358,0.0006278748,0.0004224826,0.0001018243,0.003736942,0.000009170961],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003165735,"about_ca_system_score_gemma":0.0125948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1685297,"about_ca_topic_score_gemma":0.0126439,"domain_scores_codex":[0.9862146,0.007354149,0.003303881,0.0004196501,0.00129015,0.001417548],"domain_scores_gemma":[0.9897652,0.0009213595,0.002156301,0.001218513,0.004447109,0.001491559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003830126,0.01010493,0.7367209,0.0004541995,0.01519377,0.001065412,0.0662532,0.01890254,0.02646822,0.0002057928,0.04503109,0.07576982],"study_design_scores_gemma":[0.004458191,0.0847686,0.847158,0.003472475,0.00366554,0.0003057573,0.04147439,0.01228688,0.0004756119,0.0012093,0.00003421782,0.0006910684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773192,0.00504337,0.0003210046,0.003615282,0.009589982,0.002181802,0.0001356332,0.00001279712,0.001780943],"genre_scores_gemma":[0.9982389,0.0001700816,0.0003892279,0.00006314956,0.0008498767,0.00001440446,0.0000105568,0.00007570285,0.0001880687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1558858,"threshold_uncertainty_score":0.9997032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1416351377657561,"score_gpt":0.4380257518753232,"score_spread":0.2963906141095671,"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."}}