49 extractive question-and-answer pairs built from P a R T N E R S, published by icmr.gov.in. Every answer is a verbatim span of text the source prints, and each row carries the passage it sits in, its offset in that passage, the source quote, the page and the location in the document, so any row can be checked against the original. 17 of the 49 pairs (34.7%) are explanatory questions and 32 restate a figure. 95.92% of rows pass the corpus quality gate.
Use the API URL with your free DD token in notebooks, scripts, and pipelines.
https://www.desidata.in/api/datasets/endocrinology-and-diabetes-management-in-india-question-and-answer-dataset/downloadDataset downloads are free. For Python or API downloads, sign in once and create a free DD token; set it as DD_TOKEN or save it in your notebook's secrets. Requests are linked to your account so your download history and counts stay accurate.
# One-time install: pip install desidata
# Set DD_TOKEN in your environment first (create a free token in Profile & settings).
import desidata
df = desidata.load("endocrinology-and-diabetes-management-in-india-question-and-answer-dataset")
df.head()Sign in with Google to download.
Usable for analysis, but expect some cleaning before you rely on it.
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First 10 of 50 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|
| What factors might lead to differences in how an individual patient is managed? | his/her specific condition, as decided by the treating physician | These STWs have been prepared by national experts of India with feasibility considerations for various levels of healthcare system in the country. These broad guidelines are advisory, and are based on expert opinions and available scientific evidence. There may be variations in the management of an individual patient based on his/her specific condition, as decided by the treating physician. There will be no indemnity for direct or indirect consequences. Kindly visit our web portal (stw.icmr.org.in) for more information. | 328 | relationship | 0.970 | There may be variations in the management of an individual patient based on his/her specific condition, as decided by the treating physician. | 3 | page=3,block=1 | 0.700 | valid |
| What should meals and snacks reflect in a diabetes management plan? | insulin schedule (usually 3 meals, 2 snacks) | Pre-meal and post-meal glucose level 2.Carbohydrates in the meal 3.Excercise pattern NUTRITION ∙ Calories should be appropriate to the expected body weight, pubertal status, activity ∙ Balanced diet including all food groups ∙ Simple sugars and excessive fats to be avoided ∙ Meals/snacks to be individualized and reflect insulin schedule (usually 3 meals, 2 snacks) REGULAR EXERCISE ∙ Beneficial and should be encouraged EDUCATION ∙ Emphasize diabetes related education to patient and caregivers COMPLICATIONS & COMORBIDITIES (5 YEARS AFTER DIAGNOSIS, THEN ANNUALLY) • Fundus examination (Retinopathy) • Foot examination (Neuropathy) • Urine albumin/creatinine ratio • Other investigations (S-creatinine, TSH), lipid profile EVERY THREE MONTHS • Glycated hemoglobin (HbA1c) • Target: <7% (should be individualized) | 322 | relationship | 0.970 | Pre-meal and post-meal glucose level 2.Carbohydrates in the meal 3.Excercise pattern NUTRITION ∙ Calories should be appropriate to the expected body weight, pubertal status, activity ∙ Balanced diet including all food groups ∙ Simple sugars and excessive fats to be avoided ∙ Meals/snacks to be individualized and reflect insulin schedule (usually 3 meals, 2 snacks) REGULAR EXERCISE ∙ Beneficial and should be encouraged EDUCATION ∙ Emphasize diabetes related education to patient and caregivers COMPLICATIONS & COMORBIDITIES (5 YEARS AFTER DIAGNOSIS, THEN ANNUALLY) • Fundus examination | ||||
| What is the ultimate goal of empowering healthcare physicians and surgeons in India? | achieving the overall goal of Universal Health Coverage | Ministry of Health and Family Welfare, Government of India To empower the primary, secondary and tertiary health care physicians/surgeons towards achieving the overall goal of Universal Health Coverage with disease management protocols and pre-defined referral mechanisms by decoding complex guidelines. | 146 | summary | 0.970 | Ministry of Health and Family Welfare, Government of India To empower the primary, secondary and tertiary health care physicians/surgeons towards achieving the overall goal of Universal Health Coverage with disease management protocols and pre-defined referral mechanisms by decoding complex guidelines. | 6 | page=6,block=11 | 0.700 | valid |
| What is the purpose of formulating treatment algorithms in India’s healthcare system? | for common and serious medical & surgical conditions for both outdoor & indoor patient management | To formulate treatment algorithms for common and serious medical & surgical conditions for both outdoor & indoor patient management at primary, secondary and tertiary levels of India’s healthcare system that are scientific, robust and locally contextual. • Participation also from Public Health Specialists Search Strategists Graphic Designers • Review by Editorial Board • Approval by Advisory Committee • Prevalence studies • Global burden of diseases studies • HBP of AB-PMJAY Output ADVISORY COMMITTEE ICMR STW Team Speciality wise Expert Committees Editorial Board Book Web Portal Mobile Apps | 34 | summary | 0.970 | To formulate treatment algorithms for common and serious medical & surgical conditions for both outdoor & indoor patient management at primary, secondary and tertiary levels of India’s healthcare system that are scientific, robust and locally contextual. | 6 | page=6,block=11 | 0.700 | valid |
| What should diabetes-related education emphasize? | diabetes related education to patient and caregivers | Pre-meal and post-meal glucose level 2.Carbohydrates in the meal 3.Excercise pattern NUTRITION ∙ Calories should be appropriate to the expected body weight, pubertal status, activity ∙ Balanced diet including all food groups ∙ Simple sugars and excessive fats to be avoided ∙ Meals/snacks to be individualized and reflect insulin schedule (usually 3 meals, 2 snacks) REGULAR EXERCISE ∙ Beneficial and should be encouraged EDUCATION ∙ Emphasize diabetes related education to patient and caregivers COMPLICATIONS & COMORBIDITIES (5 YEARS AFTER DIAGNOSIS, THEN ANNUALLY) • Fundus examination (Retinopathy) • Foot examination (Neuropathy) • Urine albumin/creatinine ratio • Other investigations (S-creatinine, TSH), lipid profile EVERY THREE MONTHS • Glycated hemoglobin (HbA1c) • Target: <7% (should be individualized) | 444 | summary | 0.930 | Pre-meal and post-meal glucose level 2.Carbohydrates in the meal 3.Excercise pattern NUTRITION ∙ Calories should be appropriate to the expected body weight, pubertal status, activity ∙ Balanced diet including all food groups ∙ Simple sugars and excessive fats to be avoided ∙ Meals/snacks to be individualized and reflect insulin schedule (usually 3 meals, 2 snacks) REGULAR EXERCISE ∙ Beneficial and should be encouraged EDUCATION ∙ Emphasize diabetes related education to patient and caregivers COMPLICATIONS & COMORBIDITIES (5 YEARS AFTER DIAGNOSIS, THEN ANNUALLY) • Fundus examination | ||||
| What topics are addressed at every visit for referral to higher centers? | AT EVERY VISIT • Growth & pubertal development (for children and adolescents) • Dietary and medication compliance • BP, Weight monitoring • Insulin site and injection technique • Review SMBG record • Hypoglycemia | REASONS FOR REFERRAL TO HIGHER CENTRES AT EVERY VISIT • Growth & pubertal development (for children and adolescents) • Dietary and medication compliance • BP, Weight monitoring • Insulin site and injection technique • Review SMBG record • Hypoglycemia | 39 | list | 0.820 | AT EVERY VISIT • Growth & pubertal development (for children and adolescents) • Dietary and medication compliance • BP, Weight monitoring • Insulin site and injection technique • Review SMBG record • Hypoglycemia | 8 | page=8,block=50 | 0.700 | valid |
| What components are included in the effort to empower healthcare professionals in India? | disease management protocols and pre-defined referral mechanisms | Ministry of Health and Family Welfare, Government of India To empower the primary, secondary and tertiary health care physicians/surgeons towards achieving the overall goal of Universal Health Coverage with disease management protocols and pre-defined referral mechanisms by decoding complex guidelines. | 207 | list | 0.820 | Ministry of Health and Family Welfare, Government of India To empower the primary, secondary and tertiary health care physicians/surgeons towards achieving the overall goal of Universal Health Coverage with disease management protocols and pre-defined referral mechanisms by decoding complex guidelines. | 6 | page=6,block=11 | 0.700 | valid |
| What are some of the roles involved in the formulation of treatment algorithms? | Public Health Specialists Search Strategists Graphic Designers | To formulate treatment algorithms for common and serious medical & surgical conditions for both outdoor & indoor patient management at primary, secondary and tertiary levels of India’s healthcare system that are scientific, robust and locally contextual. • Participation also from Public Health Specialists Search Strategists Graphic Designers • Review by Editorial Board • Approval by Advisory Committee • Prevalence studies • Global burden of diseases studies • HBP of AB-PMJAY Output ADVISORY COMMITTEE ICMR STW Team Speciality wise Expert Committees Editorial Board Book Web Portal Mobile Apps | 281 | list | 0.820 | • Participation also from Public Health Specialists Search Strategists Graphic Designers • Review by Editorial Board • Approval by Advisory Committee • Prevalence studies • Global burden of diseases studies • HBP of AB-PMJAY Output ADVISORY COMMITTEE ICMR STW Team Speciality wise Expert Committees Editorial Board Book Web Portal Mobile Apps | 6 | page=6,block=11 | 0.700 | valid |
| What dietary components should be excluded from a balanced diet to manage glucose levels? | Simple sugars and excessive fats | Pre-meal and post-meal glucose level 2.Carbohydrates in the meal 3.Excercise pattern NUTRITION ∙ Calories should be appropriate to the expected body weight, pubertal status, activity ∙ Balanced diet including all food groups ∙ Simple sugars and excessive fats to be avoided ∙ Meals/snacks to be individualized and reflect insulin schedule (usually 3 meals, 2 snacks) REGULAR EXERCISE ∙ Beneficial and should be encouraged EDUCATION ∙ Emphasize diabetes related education to patient and caregivers COMPLICATIONS & COMORBIDITIES (5 YEARS AFTER DIAGNOSIS, THEN ANNUALLY) • Fundus examination (Retinopathy) • Foot examination (Neuropathy) • Urine albumin/creatinine ratio • Other investigations (S-creatinine, TSH), lipid profile EVERY THREE MONTHS • Glycated hemoglobin (HbA1c) • Target: <7% (should be individualized) | 227 | list | 0.820 | Pre-meal and post-meal glucose level 2.Carbohydrates in the meal 3.Excercise pattern NUTRITION ∙ Calories should be appropriate to the expected body weight, pubertal status, activity ∙ Balanced diet including all food groups ∙ Simple sugars and excessive fats to be avoided ∙ Meals/snacks to be individualized and reflect insulin schedule (usually 3 meals, 2 snacks) REGULAR EXERCISE ∙ Beneficial and should be encouraged EDUCATION ∙ Emphasize diabetes related education to patient and caregivers COMPLICATIONS & COMORBIDITIES (5 YEARS AFTER DIAGNOSIS, THEN ANNUALLY) • Fundus examination | ||||
| What factors should determine the calorie intake in a diabetes management plan? | expected body weight, pubertal status, activity | Pre-meal and post-meal glucose level 2.Carbohydrates in the meal 3.Excercise pattern NUTRITION ∙ Calories should be appropriate to the expected body weight, pubertal status, activity ∙ Balanced diet including all food groups ∙ Simple sugars and excessive fats to be avoided ∙ Meals/snacks to be individualized and reflect insulin schedule (usually 3 meals, 2 snacks) REGULAR EXERCISE ∙ Beneficial and should be encouraged EDUCATION ∙ Emphasize diabetes related education to patient and caregivers COMPLICATIONS & COMORBIDITIES (5 YEARS AFTER DIAGNOSIS, THEN ANNUALLY) • Fundus examination (Retinopathy) • Foot examination (Neuropathy) • Urine albumin/creatinine ratio • Other investigations (S-creatinine, TSH), lipid profile EVERY THREE MONTHS • Glycated hemoglobin (HbA1c) • Target: <7% (should be individualized) | 135 | list | 0.820 | Pre-meal and post-meal glucose level 2.Carbohydrates in the meal 3.Excercise pattern NUTRITION ∙ Calories should be appropriate to the expected body weight, pubertal status, activity ∙ Balanced diet including all food groups ∙ Simple sugars and excessive fats to be avoided ∙ Meals/snacks to be individualized and reflect insulin schedule (usually 3 meals, 2 snacks) REGULAR EXERCISE ∙ Beneficial and should be encouraged EDUCATION ∙ Emphasize diabetes related education to patient and caregivers COMPLICATIONS & COMORBIDITIES (5 YEARS AFTER DIAGNOSIS, THEN ANNUALLY) • Fundus examination |
Read straight from the file — download or use the API URL for the full dataset.
| 8 |
| page=8,block=12 |
| 0.700 |
| valid |
| 8 |
| page=8,block=12 |
| 0.700 |
| valid |
| 8 |
| page=8,block=12 |
| 0.700 |
| valid |
| 8 |
| page=8,block=12 |
| 0.700 |
| valid |