Awareness about FDA announcement on voluntary recall of ranitidine among physicians and pharmacists in and around Chennai, India: a cross-sectional study
Bibliographic record
Abstract
Abstract Background Ranitidine is a histamine-2 (H2) blocker, which decreases the amount of acid created by the stomach. In September 2019, the drug was recalled due to impurities N-nitrosodimethylamine (NDMA) by the Food and Drug Administration (FDA), European Medicines Agency (EMA), and Health Canada. NDMA is a carcinogen based on results from laboratory tests. The objective of the study is to assess the awareness among the physicians and pharmacists in and around Chennai about the ranitidine recall notification and its related issues. A descriptive, cross-sectional study was carried out where a questionnaire was administered on 198 physicians and 113 pharmacists who were enrolled in the study. Awareness, knowledge, and issues related to recall notification were recorded from the participants. Results Results showed that only 75% of the study participants were aware of the notification and the issues related, with significantly more participants from the urban area compared with the rural area. When the notification was known by many, the reasons pertaining to the notification were not known. Conclusion Overall, the awareness assessed among physicians and pharmacists was not satisfactory. Physicians and pharmacists are the most responsible healthcare providers and to be updated with every notification on medication published by regulatory bodies.
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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 | 0.001 | 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 | 0.000 |
| 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".