Bibliographic record
Abstract
Vasomax is an oral preparation of phentolamine mesilate (Zonagen Pharmaceuticals) currently undergoing worldwide regulatory approval for distribution. Phentolamine is primarily an alpha-adrenergic antagonist with mild sympatholytic action and a beta-adrenergic stimulating action. Over 30 years of clinical experience has shown it to be a strong direct vasodilator on muscular walled vessels, likely based on its inhibitory action on adenosine 5-triphosphate-sensitive potassium channels. This medication is not new, having been marketed in the United States in an oral formulation between 1952 and 1984. Phentolamine initially achieved FDA approval for preoperative use in patients with pheochromocytoma for control of blood pressure and paroxysmal hypertensive episodes. In the past it had been evaluated for hypertension, pulmonary disease, cardiac arrhythmias, angina pectoris and peripheral vascular disease. Unfortunately for most of these indications the clinical responses to oral phentolamine have been variable. The most clinically significant adverse events associated with oral phentolamine in the past were systemic hypotension and vasomotor collapse, severe gastrointestinal side effects especially diarrhea and some complaints of nasal congestion. In this review we will concentrate on phentolamine in a new preparation for on demand treatment of erectile dysfunction of mild to moderate degrees.
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.
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 | 0.000 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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".