Non-steroidal anti-inflammatory drugs – potential risks and benefits in the gastrointestinal tract distal to the ligament of Treitz
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
ENWEndNote BIBJabRef, Mendeley RISPapers, Reference Manager, RefWorks, Zotero AMA Kasztelan-Szczerbińska B, Słomka M, Celiński K, Cichoż-Lach H. Non-steroidal anti-inflammatory drugs – potential risks and benefits in the gastrointestinal tract distal to the ligament of Treitz. Gastroenterology Review/Przegląd Gastroenterologiczny. 2010;5(3):145-150. doi:10.5114/pg.2010.14139. APA Kasztelan-Szczerbińska, B., Słomka, M., Celiński, K., & Cichoż-Lach, H. (2010). Non-steroidal anti-inflammatory drugs – potential risks and benefits in the gastrointestinal tract distal to the ligament of Treitz. Gastroenterology Review/Przegląd Gastroenterologiczny, 5(3), 145-150. https://doi.org/10.5114/pg.2010.14139 Chicago Kasztelan-Szczerbińska, Beata, Maria Słomka, Krzysztof Celiński, and Halina Cichoż-Lach. 2010. "Non-steroidal anti-inflammatory drugs – potential risks and benefits in the gastrointestinal tract distal to the ligament of Treitz". Gastroenterology Review/Przegląd Gastroenterologiczny 5 (3): 145-150. doi:10.5114/pg.2010.14139. Harvard Kasztelan-Szczerbińska, B., Słomka, M., Celiński, K., and Cichoż-Lach, H. (2010). Non-steroidal anti-inflammatory drugs – potential risks and benefits in the gastrointestinal tract distal to the ligament of Treitz. Gastroenterology Review/Przegląd Gastroenterologiczny, 5(3), pp.145-150. https://doi.org/10.5114/pg.2010.14139 MLA Kasztelan-Szczerbińska, Beata et al. "Non-steroidal anti-inflammatory drugs – potential risks and benefits in the gastrointestinal tract distal to the ligament of Treitz." Gastroenterology Review/Przegląd Gastroenterologiczny, vol. 5, no. 3, 2010, pp. 145-150. doi:10.5114/pg.2010.14139. Vancouver Kasztelan-Szczerbińska B, Słomka M, Celiński K, Cichoż-Lach H. Non-steroidal anti-inflammatory drugs – potential risks and benefits in the gastrointestinal tract distal to the ligament of Treitz. Gastroenterology Review/Przegląd Gastroenterologiczny. 2010;5(3):145-150. doi:10.5114/pg.2010.14139.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.000 | 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