Mobilization Patterns of Patients After an Acute Myocardial Infarction
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
This study was aimed to identify the mobilization patterns of acute myocardial infarction (AMI) patients during their first three days in the coronary care unit (CCU) by performing a prospective observational pilot study design. The study included 31 diagnosed AMI patients admitted to three CCUs. Mobilization patterns classified as bed rest, semi-fowler, transfer to chair, and standing/walking were documented by CCU nurses for 72 consecutive hours after patient admission to the CCU. Of 2,232 possible mobilization periods (72 hr × 31 patients), 1,385 recorded observations of mobilization (62%) were obtained. Bed rest and semi-fowler positions were the most common mobilization patterns; together they accounted for 70% of the documented positions over the first 72 hr in the CCU. Patients who experience an uncomplicated AMI spend the majority of their first 72 hr in CCU in bed.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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