35 extractive question-and-answer pairs built from Hemodialysis 13th july, published by icmr.gov.in. The source is a 1-page publication. Source-evidenced topics include hemodialysis, standard treatment workflow, icd-11-n005.9, icmr, aeiou, vascular access care, infection control, audits. 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. Question types in the export: 15 list, 7 summary, 6 definition, 5 factual, 2 relationship. 30 of the 35 pairs (85.7%) ask explanatory questions; the remaining 5 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains 35 extractive question-and-answer pairs derived from a single-page publication by the Indian Council of Medical Research (ICMR) on hemodialysis. The dataset covers topics such as the AEIOU criteria for initiating dialysis, infection control measures, vascular access care, and emergency management during dialysis. Each answer is a verbatim excerpt from the source document, ensuring traceability. The dataset includes definitions, summaries, factual details, and relationships, with 85.7% of the questions focusing on explanatory content.
Browse more economy datasets, including other records from the same source when available.
Explore Economy datasets1725952331_psychiatry_all - Question and Answer Dataset
Economy · 176 rows
ICMR Standard Treatment Workflow (STW) SUPRACONDYLAR FRACTURE OF HUMERUS IN CHILDREN - Question and Answer Dataset
Economy · 22 rows
1726569102_ophthalmology_all - Question and Answer Dataset
Health · 77 rows
1725952349_ent - Question and Answer Dataset
Health · 178 rows
Annual Report 2015-16 by agriwelfare.gov.in - Question and Answer Dataset
Economy · 1K+ rows
Higher Education in India - Question and Answer Dataset
Economy · 1.5K+ rows
Gender Policy of NABARD - Question and Answer Dataset
Economy · 14 rows
ICAR Annual Report 2025-26 - Question and Answer Dataset
Economy · 1.1K+ rows
Use the API URL with your free DD token in notebooks, scripts, and pipelines.
https://www.desidata.in/api/datasets/www-icmr-gov-in-6c9baa9ef83be6899560092d1b77d854/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("www-icmr-gov-in-6c9baa9ef83be6899560092d1b77d854")
df.head()First 10 of 35 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What does 'A' in the AEIOU criteria stand for? | Acidosis: severe metabolic acidosis not responding to treatment | • A - Acidosis: severe metabolic acidosis not responding to treatment • E - Electrolytes: refractory hyperkalaemia/ECG changes. • I - Intoxication: a dialysable poison or drug. • O - Overload: fluid overload / pulmonary oedema not responding to diuretics. • U - Uraemia: uraemic pericarditis, encephalopathy, bleeding or intractable symptoms. • Planned CKD start: for uraemic symptoms as function declines (≈ eGFR 5–10) — not by a number alone; decide with nephrology • Trained staff (nephrology nurses/technicians) • Water purification system for dialysate • Waste management (biomedical waste protocol) | 6 | definition | 1.000 | https://www.icmr.gov.in/icmrobject/uploads/STWs/1784807343_hemodialysis-new2.pdf | • A - Acidosis: severe metabolic acidosis not responding to treatment • E - Electrolytes: refractory hyperkalaemia/ECG changes. | 1 | page=1,block=8 | 0.700 | valid |
| What is the basis for the broad guidelines in the STW? | expert opinions and available scientific evidence | July/ 2026 This STW has 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 the website of ICMR for more information: (icmr.gov.in) for more information. ©Indian Council of Medical Research, Ministry of Health & Family Welfare, Government of India | 209 | relationship | 0.970 | https://www.icmr.gov.in/icmrobject/uploads/STWs/1784807343_hemodialysis-new2.pdf | These broad guidelines are advisory, and are based on expert opinions and available scientific evidence. | 1 | page=1,block=5 | 0.700 | valid |
| What antibiotics should be started for catheter bloodstream infections? | empirical IV antibiotics covering gram-positive (incl. MRSA) + gram-negative per local protocol | T S P F. Fistula/graft problems G. Catheter bloodstream infection (CRBSI) H. Bloodborne infection control — every session D. Air embolism — EMERGENCY Clamp venous line, STOP pump. Lay on left side, head-down; give oxygen; resuscitate; refer now. T E. Haemolysis — EMERGENCY Port-wine blood, chest/back pain. Stop dialysis; DO NOT return blood. Support; check K+; refer T Possible clotted/failing access → refer urgently (salvage is time-sensitive). Post-needle bleeding → firm pressure; if not stopping → refer. Blood cultures (catheter + peripheral). Start empirical IV antibiotics covering gram-positive (incl. MRSA) + gram-negative per local protocol. Refer - catheter may need removal. | 558 | summary | 0.970 | https://www.icmr.gov.in/icmrobject/uploads/STWs/1784807343_hemodialysis-new2.pdf | Start empirical IV antibiotics covering gram-positive (incl. MRSA) + gram-negative per local protocol. | 1 | page=1,block=110 | 0.700 | valid |
| What does the STW specify about variations in patient management? | variations in the management of an individual patient based on his/her specific condition, as decided by the treating physician | July/ 2026 This STW has 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 the website of ICMR for more information: (icmr.gov.in) for more information. ©Indian Council of Medical Research, Ministry of Health & Family Welfare, Government of India | 273 | summary | 0.970 | https://www.icmr.gov.in/icmrobject/uploads/STWs/1784807343_hemodialysis-new2.pdf | There may be variations in the management of an individual patient based on his/her specific condition, as decided by the treating physician. | 1 | page=1,block=5 | 0.700 | valid |
| What is required for a planned CKD start according to the AEIOU criteria? | uraemic symptoms as function declines (≈ eGFR 5–10) — not by a number alone; decide with nephrology | • A - Acidosis: severe metabolic acidosis not responding to treatment • E - Electrolytes: refractory hyperkalaemia/ECG changes. • I - Intoxication: a dialysable poison or drug. • O - Overload: fluid overload / pulmonary oedema not responding to diuretics. • U - Uraemia: uraemic pericarditis, encephalopathy, bleeding or intractable symptoms. • Planned CKD start: for uraemic symptoms as function declines (≈ eGFR 5–10) — not by a number alone; decide with nephrology • Trained staff (nephrology nurses/technicians) • Water purification system for dialysate • Waste management (biomedical waste protocol) | 368 | summary | 0.970 | https://www.icmr.gov.in/icmrobject/uploads/STWs/1784807343_hemodialysis-new2.pdf | • Planned CKD start: for uraemic symptoms as function declines (≈ eGFR 5–10) — not by a number alone; decide with nephrology • Trained staff (nephrology nurses/technicians) • Water purification system for dialysate • Waste management (biomedical waste protocol) | 1 | page=1,block=8 | 0.700 | |
| What is the recommended action for post-needle bleeding that does not stop? | firm pressure; if not stopping → refer | T S P F. Fistula/graft problems G. Catheter bloodstream infection (CRBSI) H. Bloodborne infection control — every session D. Air embolism — EMERGENCY Clamp venous line, STOP pump. Lay on left side, head-down; give oxygen; resuscitate; refer now. T E. Haemolysis — EMERGENCY Port-wine blood, chest/back pain. Stop dialysis; DO NOT return blood. Support; check K+; refer T Possible clotted/failing access → refer urgently (salvage is time-sensitive). Post-needle bleeding → firm pressure; if not stopping → refer. Blood cultures (catheter + peripheral). Start empirical IV antibiotics covering gram-positive (incl. MRSA) + gram-negative per local protocol. Refer - catheter may need removal. | 472 | summary | 0.970 | https://www.icmr.gov.in/icmrobject/uploads/STWs/1784807343_hemodialysis-new2.pdf | Post-needle bleeding → firm pressure; if not stopping → refer. | 1 | page=1,block=110 | 0.700 | valid |
| What should be done for a possible clotted or failing access during dialysis? | refer urgently (salvage is time-sensitive) | T S P F. Fistula/graft problems G. Catheter bloodstream infection (CRBSI) H. Bloodborne infection control — every session D. Air embolism — EMERGENCY Clamp venous line, STOP pump. Lay on left side, head-down; give oxygen; resuscitate; refer now. T E. Haemolysis — EMERGENCY Port-wine blood, chest/back pain. Stop dialysis; DO NOT return blood. Support; check K+; refer T Possible clotted/failing access → refer urgently (salvage is time-sensitive). Post-needle bleeding → firm pressure; if not stopping → refer. Blood cultures (catheter + peripheral). Start empirical IV antibiotics covering gram-positive (incl. MRSA) + gram-negative per local protocol. Refer - catheter may need removal. | 405 | summary | 0.970 | https://www.icmr.gov.in/icmrobject/uploads/STWs/1784807343_hemodialysis-new2.pdf | Support; check K+; refer T Possible clotted/failing access → refer urgently (salvage is time-sensitive). | 1 | page=1,block=110 | 0.700 | valid |
| What should be done if there is a paradoxical rise in blood pressure during or after dialysis? | check fluid status & dry weight, review drug adherence; consider a short-acting antihypertensive | ◆ * Fall in BP ± dizziness, cramps, nausea? Not improving / chest pain/arrhythmia → refer Paradoxical BP rise during/after dialysis → check fluid status & dry weight, review drug adherence; consider a short-acting antihypertensive Stop/reduce UF · lay head-down · give saline 100–250 mL · reduce blood flow · oxygen if needed. Find cause: too-fast UF, dry weight too low, cardiac, sepsis, eating, BP meds S P S P Cramps/nausea/headache — usually from hypotension/fast UF → reduce UF, give saline. Disequilibrium (new severe uraemia: confusion ± seizures) → prevent with short gentle starts; if it occurs → slow/stop, support, refer. A. Hypotension — the commonest event B. Intradialytic hypertension C. Cramps/nausea/headache & disequilibrium | 134 | summary | 0.970 | https://www.icmr.gov.in/icmrobject/uploads/STWs/1784807343_hemodialysis-new2.pdf | ◆ * Fall in BP ± dizziness, cramps, nausea? Not improving / chest pain/arrhythmia → refer Paradoxical BP rise during/after dialysis → check fluid status & dry weight, review drug adherence; consider a short-acting antihypertensive Stop/reduce UF · lay head-down · give saline 100–250 mL · reduce blood flow · oxygen if needed. | ||||
| What should be done immediately in case of an air embolism during dialysis? | Clamp venous line, STOP pump. Lay on left side, head-down; give oxygen; resuscitate; refer now. | T S P F. Fistula/graft problems G. Catheter bloodstream infection (CRBSI) H. Bloodborne infection control — every session D. Air embolism — EMERGENCY Clamp venous line, STOP pump. Lay on left side, head-down; give oxygen; resuscitate; refer now. T E. Haemolysis — EMERGENCY Port-wine blood, chest/back pain. Stop dialysis; DO NOT return blood. Support; check K+; refer T Possible clotted/failing access → refer urgently (salvage is time-sensitive). Post-needle bleeding → firm pressure; if not stopping → refer. Blood cultures (catheter + peripheral). Start empirical IV antibiotics covering gram-positive (incl. MRSA) + gram-negative per local protocol. Refer - catheter may need removal. | 150 | summary | 0.970 | https://www.icmr.gov.in/icmrobject/uploads/STWs/1784807343_hemodialysis-new2.pdf | Air embolism — EMERGENCY Clamp venous line, STOP pump. Lay on left side, head-down; give oxygen; resuscitate; refer now. T E. | 1 | page=1,block=110 | 0.700 | valid |
| What condition does 'E' in the AEIOU criteria refer to? | Electrolytes: refractory hyperkalaemia/ECG changes | • A - Acidosis: severe metabolic acidosis not responding to treatment • E - Electrolytes: refractory hyperkalaemia/ECG changes. • I - Intoxication: a dialysable poison or drug. • O - Overload: fluid overload / pulmonary oedema not responding to diuretics. • U - Uraemia: uraemic pericarditis, encephalopathy, bleeding or intractable symptoms. • Planned CKD start: for uraemic symptoms as function declines (≈ eGFR 5–10) — not by a number alone; decide with nephrology • Trained staff (nephrology nurses/technicians) • Water purification system for dialysate • Waste management (biomedical waste protocol) | 76 | definition | 0.940 | https://www.icmr.gov.in/icmrobject/uploads/STWs/1784807343_hemodialysis-new2.pdf | • A - Acidosis: severe metabolic acidosis not responding to treatment • E - Electrolytes: refractory hyperkalaemia/ECG changes. | 1 | page=1,block=8 | 0.700 | valid |
Read straight from the file — download or use the API URL for the full dataset.
| valid |
| 1 |
| page=1,block=93 |
| 0.700 |
| valid |