Profile of Roche’s Elecsys Troponin T Gen 5 STAT blood test (a high-sensitivity cardiac troponin assay) for diagnosing myocardial infarction in the emergency department
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
INTRODUCTION: The Elecsys Troponin T Gen 5 STAT test (distributed in the United States (US) by Roche Diagnostics, Indianapolis, IN) is the first high-sensitivity cardiac troponin test approved for use by the FDA in the US (2017). Areas covered: The test offers clinicians the opportunity for more rapid decision-making for diagnosing myocardial infarction (MI) in the emergency department (ED). The Troponin T Gen 5 STAT test (labeled as TNT-G5ST on the reagent pack) is similar to the Troponin T hs STAT (TNT-HSST) and Troponin T hs (TNT-HS) tests that have been available outside the US since 2009. Collectively, these tests can all be considered as high-sensitivity cardiac troponin T (hs-cTnT) assays. Expert commentary: Studies performed in the US and throughout the world using 0 and 3 h blood draws for hs-cTnT testing in patients with possible MI have reliably achieved a sensitivity of >94% and negative predictive value of ≥99% for MI in the ED setting.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.018 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.003 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it