12 extractive question-and-answer pairs built from amr15, published by ncdc.mohfw.gov.in. The source is a 48-page publication. Source-evidenced topics include madhya pradesh, state action plan, mp-sapcar, antimicrobial resistance, surveillance, infection prevention, antimicrobial agents, antibiotics. 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: 8 list, 2 factual, 1 relationship, 1 summary. 10 of the 12 pairs (83.3%) ask explanatory questions; the remaining 2 are factual or table-based questions. 100.00% of rows pass the corpus quality gate.
This dataset contains 12 extractive question-and-answer pairs derived from a publication on antimicrobial resistance (AMR) in Madhya Pradesh (MP). The questions cover topics such as infection prevention, antibiotic optimization, and AMR surveillance. The answers are verbatim excerpts from the source document, ensuring traceability. The dataset highlights collaborations, awareness campaigns, and systems established to address AMR, including protocols for monitoring resistance in various sectors and the creation of an online drug distribution system for government hospitals.
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# One-time install: pip install desidata
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import desidata
df = desidata.load("ncdc-mohfw-gov-in-ff54cca4e5c7444e3c91995cb27a2337")
df.head()First 10 of 12 rows
| question | answer | context | answer_start | question_type | knowledge_quality_score | source_document | source_quote | source_page | source_location | confidence | validation_status |
|---|---|---|---|---|---|---|---|---|---|---|---|
| What collaboration is mentioned for the containment of antimicrobial resistance in MP? | NHM and AIIMS Bhopal collaboration for containment of AMR | ϯϵ Monitoring and Evaluation Framework MP-SAPCAR Priority Input (basic resources) Process (activities) Outputs (results at programme level) Outcomes (results at population level) 1. Awareness and Understanding MP State Antibiotic Policy NHM and AIIMS Bhopal collaboration for containment of AMR IIMAR activities coordinated by RDGMC, Ujjain AMR awareness campaign among students, public, media, govt and private health care providers at various level (district &sub- district level), pharmacists, vets and others Number of print articles covering AMR Total number of minutes of audio-visual clips aired AMR awareness levels in target populations, e.g. % of population who know that it is inappropriate to use antibiotics for viral infections Knowledge, attitudes and practices of health workers and vets on AMR and its implications for antimicrobial use and misuse (via online survey) 2. | 238 | relationship | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/amr15.pdf | Awareness and Understanding MP State Antibiotic Policy NHM and AIIMS Bhopal collaboration for containment of AMR IIMAR activities coordinated by RDGMC, Ujjain AMR awareness campaign among students, public, media, govt and private health care providers at various level (district &sub- district level), pharmacists, vets and others Number of print articles covering AMR Total number of minutes of audio-visual clips aired AMR awareness levels in target populations, e.g. | 39 | page=39,block=0 | 0.700 | valid |
| What does the survey evaluate about health workers and veterinarians regarding antimicrobial resistance? | Knowledge, attitudes and practices of health workers and vets on AMR and its implications for antimicrobial use and misuse | ϯϵ Monitoring and Evaluation Framework MP-SAPCAR Priority Input (basic resources) Process (activities) Outputs (results at programme level) Outcomes (results at population level) 1. Awareness and Understanding MP State Antibiotic Policy NHM and AIIMS Bhopal collaboration for containment of AMR IIMAR activities coordinated by RDGMC, Ujjain AMR awareness campaign among students, public, media, govt and private health care providers at various level (district &sub- district level), pharmacists, vets and others Number of print articles covering AMR Total number of minutes of audio-visual clips aired AMR awareness levels in target populations, e.g. % of population who know that it is inappropriate to use antibiotics for viral infections Knowledge, attitudes and practices of health workers and vets on AMR and its implications for antimicrobial use and misuse (via online survey) 2. | 743 | summary | 0.970 | https://ncdc.mohfw.gov.in/uploads/pdf/amr15.pdf | % of population who know that it is inappropriate to use antibiotics for viral infections Knowledge, attitudes and practices of health workers and vets on AMR and its implications for antimicrobial use and misuse (via online survey) 2. | ||||
| What areas are emphasized in optimizing the use of antibiotics? | Regulations Hospitals Animals & Food | Knowledge & evidence Laboratories Surveillance 3. Infection prevention & control IPC in human health IPC in animal sector/farms, community & environment 4. Optimise use of antibiotics Regulations Hospitals Animals & Food 5. Research & Innovations Research Innovations 6. Collaborations Governance State collaborations Intersectoral collaborations | 184 | list | 0.820 | https://ncdc.mohfw.gov.in/uploads/pdf/amr15.pdf | Optimise use of antibiotics Regulations Hospitals Animals & Food 5. | 23 | page=23,block=0 | 0.700 | valid |
| What protocols have been developed for monitoring antimicrobial resistance in specific sectors? | SOPs established for AMR surveillance in animals, aquaculture and environment | Knowledge and Evidence Resource Centre of Tropical and Infectious Diseases (RCTID) established at AIIMS Bhopal Number of microbiology laboratories participating in quality assurance programme SOPs established for AMR surveillance in animals, aquaculture and environment Surveillance systems established for AMR in human, animals, food Reducing trends of MDR E. coli, Klebsiella spp. Pseudomonas aeruginosa, Salmonella, Acinetobacter spp. MRSA and Enterococcus spp. 3. | 192 | list | 0.820 | https://ncdc.mohfw.gov.in/uploads/pdf/amr15.pdf | Knowledge and Evidence Resource Centre of Tropical and Infectious Diseases (RCTID) established at AIIMS Bhopal Number of microbiology laboratories participating in quality assurance programme SOPs established for AMR surveillance in animals, aquaculture and environment Surveillance systems established for AMR in human, animals, food Reducing trends of MDR E. | 39 | page=39,block=0 | 0.700 | valid |
| What sectors are targeted for infection prevention and control in the animal sector? | IPC in animal sector/farms, community & environment | Knowledge & evidence Laboratories Surveillance 3. Infection prevention & control IPC in human health IPC in animal sector/farms, community & environment 4. Optimise use of antibiotics Regulations Hospitals Animals & Food 5. Research & Innovations Research Innovations 6. Collaborations Governance State collaborations Intersectoral collaborations | 101 | list | 0.820 | https://ncdc.mohfw.gov.in/uploads/pdf/amr15.pdf | Infection prevention & control IPC in human health IPC in animal sector/farms, community & environment 4. | 23 | page=23,block=0 | 0.700 | valid |
| What types of systems have been set up to monitor antimicrobial resistance? | Surveillance systems established for AMR in human, animals, food | Knowledge and Evidence Resource Centre of Tropical and Infectious Diseases (RCTID) established at AIIMS Bhopal Number of microbiology laboratories participating in quality assurance programme SOPs established for AMR surveillance in animals, aquaculture and environment Surveillance systems established for AMR in human, animals, food Reducing trends of MDR E. coli, Klebsiella spp. Pseudomonas aeruginosa, Salmonella, Acinetobacter spp. MRSA and Enterococcus spp. 3. | 270 | list | 0.820 | https://ncdc.mohfw.gov.in/uploads/pdf/amr15.pdf | Knowledge and Evidence Resource Centre of Tropical and Infectious Diseases (RCTID) established at AIIMS Bhopal Number of microbiology laboratories participating in quality assurance programme SOPs established for AMR surveillance in animals, aquaculture and environment Surveillance systems established for AMR in human, animals, food Reducing trends of MDR E. | 39 | page=39,block=0 | 0.700 | valid |
| Who are the intended audiences for the antimicrobial resistance awareness campaign? | students, public, media, govt and private health care providers at various level (district &sub- district level), pharmacists, vets and others | ϯϵ Monitoring and Evaluation Framework MP-SAPCAR Priority Input (basic resources) Process (activities) Outputs (results at programme level) Outcomes (results at population level) 1. Awareness and Understanding MP State Antibiotic Policy NHM and AIIMS Bhopal collaboration for containment of AMR IIMAR activities coordinated by RDGMC, Ujjain AMR awareness campaign among students, public, media, govt and private health care providers at various level (district &sub- district level), pharmacists, vets and others Number of print articles covering AMR Total number of minutes of audio-visual clips aired AMR awareness levels in target populations, e.g. % of population who know that it is inappropriate to use antibiotics for viral infections Knowledge, attitudes and practices of health workers and vets on AMR and its implications for antimicrobial use and misuse (via online survey) 2. | 371 | list | 0.820 | https://ncdc.mohfw.gov.in/uploads/pdf/amr15.pdf | Awareness and Understanding MP State Antibiotic Policy NHM and AIIMS Bhopal collaboration for containment of AMR IIMAR activities coordinated by RDGMC, Ujjain AMR awareness campaign among students, public, media, govt and private health care providers at various level (district &sub- district level), pharmacists, vets and others Number of print articles covering AMR Total number of minutes of audio-visual clips aired AMR awareness levels in target populations, e.g. | ||||
| What types of collaborations are emphasized? | Governance State collaborations Intersectoral collaborations | Knowledge & evidence Laboratories Surveillance 3. Infection prevention & control IPC in human health IPC in animal sector/farms, community & environment 4. Optimise use of antibiotics Regulations Hospitals Animals & Food 5. Research & Innovations Research Innovations 6. Collaborations Governance State collaborations Intersectoral collaborations | 286 | list | 0.780 | https://ncdc.mohfw.gov.in/uploads/pdf/amr15.pdf | Collaborations Governance State collaborations Intersectoral collaborations | 23 | page=23,block=0 | 0.700 | valid |
| What are the main areas of focus for infection prevention and control in human health? | IPC in human health | Knowledge & evidence Laboratories Surveillance 3. Infection prevention & control IPC in human health IPC in animal sector/farms, community & environment 4. Optimise use of antibiotics Regulations Hospitals Animals & Food 5. Research & Innovations Research Innovations 6. Collaborations Governance State collaborations Intersectoral collaborations | 81 | list | 0.740 | https://ncdc.mohfw.gov.in/uploads/pdf/amr15.pdf | Infection prevention & control IPC in human health IPC in animal sector/farms, community & environment 4. | 23 | page=23,block=0 | 0.700 | valid |
| What are the primary focuses of research and innovation? | Research Innovations | Knowledge & evidence Laboratories Surveillance 3. Infection prevention & control IPC in human health IPC in animal sector/farms, community & environment 4. Optimise use of antibiotics Regulations Hospitals Animals & Food 5. Research & Innovations Research Innovations 6. Collaborations Governance State collaborations Intersectoral collaborations | 247 | list | 0.740 | https://ncdc.mohfw.gov.in/uploads/pdf/amr15.pdf | Research & Innovations Research Innovations 6. | 23 | page=23,block=0 | 0.700 | valid |
Read straight from the file — download or use the API URL for the full dataset.
| 39 |
| page=39,block=0 |
| 0.700 |
| valid |
| 39 |
| page=39,block=0 |
| 0.700 |
| valid |