Acute anterior hypopyon uveitis after non-penetrating ocular trauma in a patient with ankylosing spondylitis and HLA-B27 positivity
Bibliographic record
Abstract
ENWEndNote BIBJabRef, Mendeley RISPapers, Reference Manager, RefWorks, Zotero AMA Garza Garza LA, Ramos-Davila EM, Ruiz-Lozano RE, Morales GO, Alvarez-Guzman C, Rodriguez-Garcia A. Acute anterior hypopyon uveitis after non-penetrating ocular trauma in a patient with ankylosing spondylitis and HLA-B27 positivity. Klinika Oczna / Acta Ophthalmologica Polonica. 2022. doi:10.5114/ko.2022.118872. APA Garza Garza, L. A., Ramos-Davila, E. M., Ruiz-Lozano, R. E., Morales, G. O., Alvarez-Guzman, C., & Rodriguez-Garcia, A. (2022). Acute anterior hypopyon uveitis after non-penetrating ocular trauma in a patient with ankylosing spondylitis and HLA-B27 positivity. Klinika Oczna / Acta Ophthalmologica Polonica. https://doi.org/10.5114/ko.2022.118872 Chicago Garza Garza, Lucas A, Eugenia M Ramos-Davila, Raul E Ruiz-Lozano, Gustavo O Morales, Carlos Alvarez-Guzman, and Alejandro Rodriguez-Garcia. 2022. "Acute anterior hypopyon uveitis after non-penetrating ocular trauma in a patient with ankylosing spondylitis and HLA-B27 positivity". Klinika Oczna / Acta Ophthalmologica Polonica. doi:10.5114/ko.2022.118872. Harvard Garza Garza, L., Ramos-Davila, E., Ruiz-Lozano, R., Morales, G., Alvarez-Guzman, C., and Rodriguez-Garcia, A. (2022). Acute anterior hypopyon uveitis after non-penetrating ocular trauma in a patient with ankylosing spondylitis and HLA-B27 positivity. Klinika Oczna / Acta Ophthalmologica Polonica. https://doi.org/10.5114/ko.2022.118872 MLA Garza Garza, Lucas et al. "Acute anterior hypopyon uveitis after non-penetrating ocular trauma in a patient with ankylosing spondylitis and HLA-B27 positivity." Klinika Oczna / Acta Ophthalmologica Polonica, 2022. doi:10.5114/ko.2022.118872. Vancouver Garza Garza L, Ramos-Davila E, Ruiz-Lozano R, Morales G, Alvarez-Guzman C, Rodriguez-Garcia A. Acute anterior hypopyon uveitis after non-penetrating ocular trauma in a patient with ankylosing spondylitis and HLA-B27 positivity. Klinika Oczna / Acta Ophthalmologica Polonica. 2022. doi:10.5114/ko.2022.118872.
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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) | 0.000 | 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 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".