MétaCan
Menu
Back to cohort
Record W32141857

PENGARUH KUALITAS AUDIT TERHADAP KEPUASANPENGGUNA JASA INTERNAL AUDITORDI PERTAMINA

2001· dissertation· en· W32141857 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueGeorgian Medical News · 2001
Typedissertation
Languageen
FieldBusiness, Management and Accounting
TopicEmployee Performance and Leadership
Canadian institutionsnot available
Fundersnot available
KeywordsBusiness administrationBusinessQuality auditHumanitiesAuditAccounting
DOInot available

Abstract

fetched live from OpenAlex

The article is devoted to the study of the diagnostic effectiveness of using magnifying chromoendoscopy when examining the oral cavity in patients with a gastroenterological profile with extra-esophageal manifestations of reflux disease. Pathologies of the oral cavity are often one of the additional symptoms, according to the Montreal Consensus and classification of gastroesophageal reflux disease (GERD). Barrett's esophagus is a serious complication of GERD, in which a cylindrical epithelium with intestinal metaplasia is found in the epithelial lining of the mucous membrane of the esophagus, which is a marker of this disease often in combination with dysplasia instead of squamous stratified non-keratinized epithelium. The relevance is due to the fact that this disease is considered as a precancerous condition and is associated with an increased risk of developing adenocarcinoma of the lower third of the esophagus. In this regard, timely diagnosis of Barrett's esophagus and monitoring of these patients will improve the prognosis of the disease and reduce the frequency of deaths.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.292
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0280.006

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.

Opus teacher head0.019
GPT teacher head0.263
Teacher spread0.244 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it