Neostigmine improved acute colonic pseudo-obstruction quickly and effectively
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
TherapeuticsJanuary 1, 2000Neostigmine improved acute colonic pseudo-obstruction quickly and effectivelySander Veldhuyzen van Zanten, MD, PhDSander Veldhuyzen van Zanten, MD, PhDVictoria General Hospital, Halifax, Nova Scotia, Canada (S.V.V.)Search for more papers by this authorAuthor, Article, and Disclosure Informationhttps://doi.org/10.7326/ACPJC-2000-132-1-019 SectionsAboutFull TextPDF ToolsAdd to favoritesDownload CitationsTrack Citations ShareFacebookTwitterLinkedInRedditEmail Source CitationPonec RJ, Saunders MD, Kimmey MB. Neostigmine for the treatment of acute colonic pseudo-obstruction. N Engl J Med. 1999;341:137-41. https://pubmed.ncbi.nlm.nih.gov/10403850References1 Rex DK. Colonoscopy and acute colonic pseudo-obstruction. Gastrointest Endosc Clin N Am. 1997;7:499-508. [PMID: 9177149] Google Scholar2 Laine L. Management of acute colonic pseudo-obstruction. N Engl J Med. 1999;341:192-3. [PMID: 10403858] Google Scholar Author, Article, and Disclosure InformationAffiliations: Victoria General Hospital, Halifax, Nova Scotia, Canada (S.V.V.) PreviousarticleNextarticle Advertisement FiguresReferencesRelatedDetails January 1, 2000Volume 132, Issue 1Page: 19KeywordsAbdominal painAtropineBlood pressureBradycardiaCecumColonColonoscopyCreatinineDrugsHeart rateSystolic pressure ePublished: 9 March 2020 Issue Published: January 1, 2000 Copyright & PermissionsCopyright © 2000 by American College of Physicians. All Rights Reserved.PDF downloadLoading ...
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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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