O'PKANING SURUNKALI OBSTRUKTIV KASALLIGIDA YALLIG'LANISH JARAYONLARI VA BRONXIAL REMODELLASHNING O'ZARO BOG'LIQLIGI
Bibliographic record
Abstract
Ushbu maqolada o‘pkaning surunkali obstruktiv kasalligini (O‘SOK) rivojlanishida davomli yallig‘lanish jarayonlari va bronxial remodellash o‘rtasidagi patogenetik o‘zaro bog‘liqlik tahlil qilindi. Tadqiqot yondashuvi yallig‘lanish mediatorlari faolligining bronxial to‘qimalarda kuzatiladigan morfologik o‘zgarishlar — bazal membrana qalinlashuvi, kollagen yig‘ilishi va silliq mushak qatlamining kengayishi bilan qay tarzda birgalikda kechishini aniqlashga qaratildi. Klinik, funksional va gistomorfologik ko‘rsatkichlarni solishtirish orqali surunkali yallig‘lanish jarayoni O‘SOKning qaytmas progressiyasidagi yetakchi o‘rni ko‘rib chiqildi. Olingan ilmiy natijalar individual davolash tamoyillarini takomillashtirishda hamda kasallikning erta bosqichlarida tekshiruv imkoniyatlarini kengaytirish uchun muhim nazariy va amaliy asos bo‘lib xizmat qiladi.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.010 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.031 | 0.003 |
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; both teacher heads agree on what is shown here.
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".