Prevalence, etiology and antibiogram of mastitis in cows and buffaloes in Hisar, Haryana
Bibliographic record
Abstract
A study was carried out in milk samples from 1 253 quarters of cows and buffaloes in Hisar, and nearby area during 1998-2000. Out of 142 cows and 415 buffaloes 59.86% and 66.27%, respectively, were found culturally positive, whereas quarter wise prevalence found to be 52.75 and 50.59%, respectively. Both in cows and buffaloes single quarter and rear quarter involvement was maximum. Majority of cases occurred during third lactation, between 5 to 7 years of age. Maximum number of cases occurred during September, October and November, and during first 3 months of lactation. Out of 613 isolates Staphylococcus spp. was most prevalent organism. As many as 99.46% of the bacteria isolated were found sensitive to enrofloxacin.
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 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 | 0.001 | 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 | 0.001 |
| 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".