Podem a troponina sanguínea e salivar ser sinalisadoras precoces do infarto agudo do miocárdio?
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: Myocardial injury can be identified by biomarkers extracted from cardiac cells. Troponin is one of them and can be observed in blood and saliva. Saliva is preferred due to its ease of non-invasive and pre-hospital collection. Objective: To review whether the expression of troponin I in salivary fluid in acute myocardial infarction in emergency screening is viable compared to its plasma levels. Method: The literature review was carried out by collecting information published in SciELO, Bibliomed, VHL - Biblioteca Virtual em Saúde, Pubmed and Scopus in Portuguese and English. The search was based on descriptors related to the topic, identified as: “troponin, acute myocardial infarction, cardiac biomarkers, salivary fluid”, with AND and OR searches. Results: Were included 109 articles correlated to the theme. Conclusion: Diagnosis based on saliva offers many options and could be a very interesting option for elucidating acute myocardial infarction for general practitioners, nursing homes and transport services quickly, aiding early treatment.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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