Evaluation of Diuretic Activity of Isatin Derivatives in Wistar Rats
Bibliographic record
Abstract
In the present studies we have synthesized ten derivatives of novel isatin-3-[N2-(2-benzalaminothiazol-4-yl)]hydrazone and characterized by the help of physical and spectral data. The selected male Wistar albino rats were divided into different groups: control, urea (1 g/kg), furosemide (5 mg/kg), of isatin derivatives (Ia-Ij, 10 and 100 mg/kg) treated groups. All the drugs were administered orally and animals were pretreated with normal saline (25 ml/kg) before start the experiment. The urine volume (in ml) and content of Na+, K+ & Cl were measured in the urine of rats at 5th hour. The volume of urine output increased significantly (p<0.05) in urea, furosemide and also isatin derivatives treated groups when compared with control groups. The diuretic activity of isatin derivatives were exhibited moderated to less when compared with furosemide. The diuretic response with its electrolyte of the isatin derivatives was highly remarkable in comparison with control group. Based on the results the isatin derivatives show hypernatremic, hypercholermic and hyperkalemic diuretics as conventional diuretics (furosemide).
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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 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".