Prevalence of acute and prodromal myocardial infarctions symptoms in adult women with confirmed diagnoses
Bibliographic record
Abstract
REVIEW QUESTION/OBJECTIVE: The purpose of this review is to systematically review literature to determine the period of prevalence of prodromal and acute symptoms experienced by adult women diagnosed with an acute myocardial infarction (AMI).More specifically, the objective of this descriptive review is to assess the prevalence and describe the distribution of prodromal and acute symptoms experienced by adult women during an AMI event, evident in documented literature between 1994 and the present date.The specific question for this review is: how common and how are prodromal and acute symptoms of an AMI distributed in adult women diagnosed with an AMI? CENTER CONDUCTING THE REVIEW: University of Victoria and the Queen's Joanna Briggs Collaboration for Patient Safety: a Collaborating Centre of the Joanna Briggs Institute.
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How this classification was reachedexpand
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".