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
The most popular and most trusted portable drug reference was just honored with 5 Stars from Doody's Book Review! Tarascon Pocket Pharmacopoeia 2010 Classic Shirt-Pocket Edition continues the high-quality tradition of a convenient, organized, and concise pocket manual packed with vital drug information and meticulously peer-reviewed by experts and clinicians of multiple specialties. It details typical drug dosing (FDA approved), available trade and generic formulations, metabolism, safety in pregnancy, and lactation, relative drug pricing information, Canadian trade names, and an herbal & alternative therapies section. Multiple tables supplement the drug content, including opioid equivalency, emergency drug infusions, cardiac dysrhythmia protocols, pediatric drug dosing, and much more! New to the 2010 Classic Shirt-Pocket Edition: New HIV and H1N1 (Swine Flu) drug coverage and dosing requirements New H1N1 table with CDC recommendations on the H1N1 vaccine and influenza antiviral drugs. Fully updated to include hundreds of newly approved drugs, drug indications, forms, pricing, black box warnings and more. Essential diseases underlined for easier navigation. More concise organization for faster lookup. Original Pharmacopoeia formatted tables based on customer feedback. Includes FREE 6 month subscription to the Tarascon Pocket Pharmacopoeia Web Edition.
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 | 0.000 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.074 | 0.004 |
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