Bibliographic record
Abstract
In this study there has been investigated the effect of climatic factors on the occurrence of the bronchial asthma. The study was performed among 129 patients aged 5-67 years in the region of west Herzegovina (Bosnia and Herzegovina) with mild climate. The attacks of the asthma were checked on each individual patient by questionnaire as well as by reporting at polyclinical's investigation in several centres according to the months (year when attack polyclinic occur). From meteorological services there were obtained the monthly values of temperature, relative humidity of air and the number of hours of sunshine per month. The highest number of the asthmatic attacks were during the period from XI-I month of highest humidity and the lowest temperature. In this period individuals over 35 years were ill more frequently while younger than 34 have more asthmatic attacks during the period III-V months. The coefficient of multiple correlation R express connection among the asthmatic attacks with each meteorological factors. The coefficient was high R = 0.494 which means that in 90% of cases of the attacks of the asthma bronchial the climatic factors have also participated.
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.
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 | 0.000 | 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) | 0.005 | 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".