Bibliographic record
Abstract
Aim: to study the personal characteristics of patients with different subtypes of rosacea and the establishment of the relationship with the clinical manifestations of dermatosis. Materials and methods. Through questionnaires of dermato-logical quality of life, SKINDEKS-29, The Zung Self-Rating Anxiety Scale, The Hamilton Anxiety Rating Scale, Toronto Alexithymia Scale and the method of «Type of attitude to the disease» interviewed 42 patients with different subtypes of rosacea. The data obtained were processed statistically. Results. Rosacea reduces the quality of life of patients, increases the subjective assessment of anxiety scales Zung and Hamilton with a predominance of performance anxiety in the mind. Diagnosed with intermediate degree of alexithymia and anosognosic, ergopathic, anxious and the sensitive types of attitude towards the disease. Conclusions. Predisposition, as well as the development of anxiety disorders, impaired social adjustment, reduced quality of life of patients with rosacea emphasizes the need to implement their algorithm survey assessment of personal characteristics.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".