Bibliographic record
Abstract
The overriding factor in designing an exercise prescription is the intensity. The intensity should challenge the O2 metabolism capacity of the limiting factor(skeletal muscles, or myocardium). Ninety to 95% of the mobile people are limited by the 02 metabolic capacity of the legs. Challenging that capacity with sustained aerobic activity optimally stimulates the O2 metabolism capacity to become enhanced throughout the entire body. This is accomplished primarily by increasing the PaO2 which increases the 02 delivery rate throughout the entire body and thereby increases the ATP metabolism capacity of every energy consuming metabolic process If the intensity of the sustained activity is less than, or equal to optimum the metabolism will be homeostatic and the heart rate will stabilize and remain stable. If the intensity is greater than optimum the metabolism will become heterostatic and the heart rate will start increasing exponentially. The maximum sustained activity intensity that allows the heart rate to stabilize indicates the intensity is optimal (maximum homeostatic) for stimulating PaO2 enhancement. When the PaO2 increases, the maximum rate of ATP metabolism throughout the body increases proportionately. The first exercise test should be designed in such a manner that you can verify the heart rate at the minimum intensity that will initiate heterostasis and verify that that intensity does not produce signs of myocardial insufficiency. The optimum sustainable intensity will be less than that. Each day thereafter the subject should adjust the activity intensity while monitoring the heart rate until you identify the heart rate at the maximum intensity of homeostasis. Thereafter you should adjust the intensity so that that heart rate is maintained daily. As the functional capacity increases the intensity will need to be increased in order to produce the same heart rate. My studies have shown that the PaO2 usually will increase by 5 to 12 mmHg within 2 to 4 weeks after beginning this program. Increasing the PaO2 from 70 to 80 mmHg can increase, by 33%, the rate of oxygen delivery to the myocardium where the intracellular PO2 is 40 mmHg Arteriosclerotic changes are usually initiated where the PaO2 is diminished by turbulent flow and, or, Hba1c, etc. Increasing the PaO2 can increase the renal tubule functions at normal pressures, thereby precluding the development of neural hormonal stimuli that produce hypertension.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.025 | 0.007 |
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 source (direct Gemma or distilled Codex), 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".