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Record W2792469860

Richtlijn ‘Diagnostiek en behandeling van inflammatoire darmziekten bij volwassenen’. I. Diagnostiek en behandeling

2010· article· nl· W2792469860 on OpenAlexaboutno aff
Ad A. van Bodegraven, J J van Everdingen, Gerard Dijkstra, Dirk J. de Jong, Bas Oldenburg, DW Hommes

Bibliographic record

VenuePure Amsterdam UMC · 2010
Typearticle
Languagenl
FieldMedicine
TopicMicroscopic Colitis
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineGuidelineUlcerative colitisInflammatory bowel diseaseDiseaseIntensive care medicineInternal medicineSurgeryPathology
DOInot available

Abstract

fetched live from OpenAlex

The Dutch national practice guideline 'Diagnosis and treatment of inflammatory bowel diseases (IBD) in adults' describes the multidisciplinary approach for adult patients with (suspected) IBD, recommended following analysis of the literature according to the principles of evidence based guideline development. The symptoms on first presentation of a patient with IBD are mainly connected with the localisation and severity of the disease and less with the resulting diagnosis 'Crohn's disease' or 'ulcerative colitis'. There is no test by which the diseases can be distinguished with certainty. Clinical course, ileocolonoscopy and histopathological investigation following biopsy form the 'gold standard' for diagnosis of IBD. The final diagnostic step is disease assessment according to the Montreal classification in order to enable unambiguous communication with medical professionals. The first aim of treatment is to treat and stabilise active disease (induction therapy); at the same time maintenance therapy is initiated. A step-up approach is recommended for both treatment aims. Surgical intervention is indicated if the medical treatment is ineffective, in case of intractable gastrointestinal bleeding, in clinically significant gastrointestinal stenosis due to fibrotic scar tissue, or if complications of the inflammation occur such as abscess, peritonitis, or complicated fistula formation. Nutrition and diet do not play a primary therapeutic role in treatment of adult patients with IBD. However, supportive nutritional care is warranted. Probiotics have a demonstrable effect in preventing pouchitis, but not in the treatment of IBD. Alternative medicine has no role to play in the treatment of IBD. The risk of developing colorectal carcinoma is slightly elevated in IBD patients. Therefore, endoscopic surveillance strategies, aimed at early detection of dysplasia, is indicated according to a schedule in which the frequency increases according to the time elapsed since first clinical signs of IBD.

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 imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.030
Threshold uncertainty score0.099

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.002
Science and technology studies0.0010.002
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0300.014

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 head0.007
GPT teacher head0.266
Teacher spread0.260 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreMethods

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".

Quick stats

Citations8
Published2010
Admission routes1
Has abstractyes

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Same venuePure Amsterdam UMCSame topicMicroscopic ColitisFrench-language works237,207