Differences in retinal vascular parameters between pediatric patientswith inflammatory bowel diseases and healthy controls measured byoptical coherence tomography angiography
Bibliographic record
Abstract
ENWEndNote BIBJabRef, Mendeley RISPapers, Reference Manager, RefWorks, Zotero AMA Klincewicz B, Michalski A, Stopa M. Differences in retinal vascular parameters between pediatric patients with inflammatory bowel diseases and healthy controls measured by optical coherence tomography angiography. Klinika Oczna / Acta Ophthalmologica Polonica. 2020;122(3):100-104. doi:10.5114/ko.2020.97378. APA Klincewicz, B., Michalski, A., & Stopa, M. (2020). Differences in retinal vascular parameters between pediatric patients with inflammatory bowel diseases and healthy controls measured by optical coherence tomography angiography. Klinika Oczna / Acta Ophthalmologica Polonica, 122(3), 100-104. https://doi.org/10.5114/ko.2020.97378 Chicago Klincewicz, Beata, Andrzej Michalski, and Marcin Stopa. 2020. "Differences in retinal vascular parameters between pediatric patients with inflammatory bowel diseases and healthy controls measured by optical coherence tomography angiography". Klinika Oczna / Acta Ophthalmologica Polonica 122 (3): 100-104. doi:10.5114/ko.2020.97378. Harvard Klincewicz, B., Michalski, A., and Stopa, M. (2020). Differences in retinal vascular parameters between pediatric patients with inflammatory bowel diseases and healthy controls measured by optical coherence tomography angiography. Klinika Oczna / Acta Ophthalmologica Polonica, 122(3), pp.100-104. https://doi.org/10.5114/ko.2020.97378 MLA Klincewicz, Beata et al. "Differences in retinal vascular parameters between pediatric patients with inflammatory bowel diseases and healthy controls measured by optical coherence tomography angiography." Klinika Oczna / Acta Ophthalmologica Polonica, vol. 122, no. 3, 2020, pp. 100-104. doi:10.5114/ko.2020.97378. Vancouver Klincewicz B, Michalski A, Stopa M. Differences in retinal vascular parameters between pediatric patients with inflammatory bowel diseases and healthy controls measured by optical coherence tomography angiography. Klinika Oczna / Acta Ophthalmologica Polonica. 2020;122(3):100-104. doi:10.5114/ko.2020.97378.
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How this classification was reachedexpand
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) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".