A Study of Pattern of Snake-Bite Cases Admitted to Hospitals in Bagalkot
Bibliographic record
Abstract
Objectives: The present study was under taken to know the Sociodemographic profile of snake bite victims.Methods: This is a Hospital based case series study which included snake bite cases of both sex groups and all agegroups who presented with history of snake bite or history of unknown bite with clinical features suggestiveof snake bite admitted to HSK Hospital and all private Hospitals of Bagalkot city in one year duration from 15thApril 2010 to 14th April 2011. Results: Of the 75 cases, maximum victims were males 61.4%. Maximum 60%victims belonged to 20-49 yrs age group. There was a statistically significant difference in the occurrence of casesin the age group of 20-49yrs and also among males of the same age group. Majority of victim 93.3% belongedto rural region which was statistically significant and 60% of the victims were farmers by occupation. Most ofthe bites 60% occurred in fields. Bites were more 37.3% between 12.01PM to 6PM and during monsoon season60.1%. Most common site of bite was foot 45.3%. Krait was the most commonly identified snake and most of itsbites were between 12.01AM to 6AM.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.000 | 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".