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You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000001: 72 M | Himachal Pradesh (india)
Setting: AYUSH Wellness Resort (Kerala panchakarma centre)
Biomedical condition: Cervical Spondylosis | Severity: Moderate — combined AYUSH + biomedical care, monitoring intensified
Classical correlate: Manyastambha / Greevagrahana | System domain: msk
Prakrit... | ### Case Overview
- 72 M | Himachal Pradesh (india) | Setting: AYUSH Wellness Resort (Kerala panchakarma centre)
- Presenting biomedical condition: Cervical Spondylosis | Severity: Moderate — combined AYUSH + biomedical care, monitoring intensified
- Classical correlate: Manyastambha / Greevagrahana | System domain: ms... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000001 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000001: 72 M | Himachal Pradesh | Setting: AYUSH Wellness Resort (Kerala panchakarma centre)
Biomedical condition: Cervical Spondylosis (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Classical correlate: Manyastambha / Greevagrahana | Domain: msk
Prakriti / vikriti: ... | ### Goals
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm and bhasm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000001 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000001: 72 M | Cervical Spondylosis
Recommended herbs: Haridra (Curcumin) (Curcuma longa); Guduchi (Tinospora cordifolia); Guggulu (Commiphora mukul) (Commiphora wightii); Mahayograj Guggulu (compound) (multi-herb + bhasma classical formula); Ashwagandha (Withania somnifera)
Per-herb encoded interac... | ### Case Inputs
- Recommended Ayurvedic preparations: Haridra (Curcumin) (Curcuma longa); Guduchi (Tinospora cordifolia); Guggulu (Commiphora mukul) (Commiphora wightii); Mahayograj Guggulu (compound) (multi-herb + bhasma classical formula); Ashwagandha (Withania somnifera)
- Current biomedical regimen: None (AYUSH-onl... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000001 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000001: 72 M | Cervical Spondylosis (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Proposed intervention class: Combined Shamana + Pathya + Yoga
Specific preparations: Haridra (Curcumin) (Curcuma longa); Guduchi (Tinospora cordifolia); Guggulu (Commiphora mukul) (Com... | ### Intervention Under Review
- Intervention: Combined Shamana + Pathya + Yoga — Haridra (Curcumin) (Curcuma longa); Guduchi (Tinospora cordifolia); Guggulu (Commiphora mukul) (Commiphora wightii); Mahayograj Guggulu (compound) (multi-herb + bhasma classical formula); Ashwagandha (Withania somnifera) + Shavasana + Join... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000001 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000001: 72 M | Cervical Spondylosis (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Setting: AYUSH Wellness Resort (Kerala panchakarma centre) | Region: india (india)
Proposed intervention class: Combined Shamana + Pathya + Yoga
Recommended preparations: Haridra (Curc... | ### Reason for Consultation
- 72 M | Himachal Pradesh (india) | Setting: AYUSH Wellness Resort (Kerala panchakarma centre)
- Referred for AYUSH integrative review of Cervical Spondylosis (classical: Manyastambha / Greevagrahana); severity: Moderate — combined AYUSH + biomedical care, monitoring intensified.
- Headline ... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000001 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000001: 72 M | Cervical Spondylosis (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Region: india (india) | Setting: AYUSH Wellness Resort (Kerala panchakarma centre)
Current biomedical regimen: None (AYUSH-only management initially)
Chart escalation flag: NO
### Cas... | ### Presenting Snapshot
- 72 M | Cervical Spondylosis (classical: Manyastambha / Greevagrahana) | severity: Moderate — combined AYUSH + biomedical care, monitoring intensified.
- Objective metric this cycle: **symptom-burden VAS 7/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 7/10 over the 9-week adjunct ... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000001 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000002: 66 M | Delhi NCR (india)
Setting: Government AYUSH Hospital (state-run)
Biomedical condition: Osteoarthritis (Knee) | Severity: Kellgren-Lawrence grade 2 (mild)
Classical correlate: Sandhigata Vata (Janu) | System domain: msk
Prakriti (constitutional baseline): Pitta-Kapha
Vikriti (current i... | ### Case Overview
- 66 M | Delhi NCR (india) | Setting: Government AYUSH Hospital (state-run)
- Presenting biomedical condition: Osteoarthritis (Knee) | Severity: Kellgren-Lawrence grade 2 (mild)
- Classical correlate: Sandhigata Vata (Janu) | System domain: msk
- Baseline objective metric this cycle: **symptom-burden ... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000002 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000002: 66 M | Delhi NCR | Setting: Government AYUSH Hospital (state-run)
Biomedical condition: Osteoarthritis (Knee) (severity: Kellgren-Lawrence grade 2 (mild))
Classical correlate: Sandhigata Vata (Janu) | Domain: msk
Prakriti / vikriti: Pitta-Kapha / Kapha aggravation, Pitta-Kapha prakriti basel... | ### Care Goals
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm and ... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000002 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000002: 66 M | Osteoarthritis (Knee)
Recommended herbs: Ashwagandha (Withania somnifera); Yogaraj Guggulu (compound) (multi-herb classical formula)
Per-herb encoded interactions: Ashwagandha: CYP3A4 modulation — caution with sedatives, immunosuppressants, thyroid hormone (may increase T4) / Avoid in... | ### Inputs
- Recommended Ayurvedic preparations: Ashwagandha (Withania somnifera); Yogaraj Guggulu (compound) (multi-herb classical formula)
- Current biomedical regimen: Methotrexate 10-15 mg weekly + folic acid; Prednisolone 5-10 mg OD (taper)
- Baseline objective metric this cycle: symptom-burden VAS 4/10.
### Per-... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000002 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000002: 66 M | Osteoarthritis (Knee) (severity: Kellgren-Lawrence grade 2 (mild))
Proposed intervention class: Pathya-Apathya (diet + lifestyle)
Specific preparations: Ashwagandha (Withania somnifera); Yogaraj Guggulu (compound) (multi-herb classical formula)
Mind-body component: Trikonasana (modifi... | ### Intervention Under Review
- Intervention: Pathya-Apathya (diet + lifestyle) — Ashwagandha (Withania somnifera); Yogaraj Guggulu (compound) (multi-herb classical formula) + Trikonasana (modified) + Joint loosening (Sukshma Vyayama) + pathya/apathya
- Indication: Osteoarthritis (Knee) (classical: Sandhigata Vata (Jan... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000002 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000002: 66 M | Osteoarthritis (Knee) (severity: Kellgren-Lawrence grade 2 (mild))
Setting: Government AYUSH Hospital (state-run) | Region: india (india)
Proposed intervention class: Pathya-Apathya (diet + lifestyle)
Recommended preparations: Ashwagandha (Withania somnifera); Yogaraj Guggulu (compoun... | ### Consultation Context
- 66 M | Delhi NCR (india) | Setting: Government AYUSH Hospital (state-run)
- Referred for AYUSH integrative review of Osteoarthritis (Knee) (classical: Sandhigata Vata (Janu)); severity: Kellgren-Lawrence grade 2 (mild).
- Headline objective metric this cycle: **symptom-burden VAS 4/10** (pre-... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000002 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000002: 66 M | Osteoarthritis (Knee) (severity: Kellgren-Lawrence grade 2 (mild))
Region: india (india) | Setting: Government AYUSH Hospital (state-run)
Current biomedical regimen: Methotrexate 10-15 mg weekly + folic acid; Prednisolone 5-10 mg OD (taper)
Chart escalation flag: NO
### Case dossier
... | ### Triage Inputs
- 66 M | Osteoarthritis (Knee) (classical: Sandhigata Vata (Janu)) | severity: Kellgren-Lawrence grade 2 (mild).
- Objective metric this cycle: **symptom-burden VAS 4/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 4/10 over the 8-week adjunct trial).
- Current biomedical regimen: Methotre... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000002 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000003: 67 F | West Bengal (india)
Setting: BAMS Practitioner Private Clinic
Biomedical condition: NAFLD (Mild-Moderate) | Severity: Moderate — combined AYUSH + biomedical care, monitoring intensified
Classical correlate: Yakrit Vikara | System domain: gi
Prakriti (constitutional baseline): Vata-Pit... | ### Patient Snapshot
- 67 F | West Bengal (india) | Setting: BAMS Practitioner Private Clinic
- Presenting biomedical condition: NAFLD (Mild-Moderate) | Severity: Moderate — combined AYUSH + biomedical care, monitoring intensified
- Classical correlate: Yakrit Vikara | System domain: gi
- Baseline objective metric this... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000003 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000003: 67 F | West Bengal | Setting: BAMS Practitioner Private Clinic
Biomedical condition: NAFLD (Mild-Moderate) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Classical correlate: Yakrit Vikara | Domain: gi
Prakriti / vikriti: Vata-Pitta / Vata aggravation, Vata-P... | ### Care Goals
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm and ... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000003 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000003: 67 F | NAFLD (Mild-Moderate)
Recommended herbs: Triphala (Emblica officinalis + Terminalia bellirica + Terminalia chebula); Kutaja (Holarrhena antidysenterica); Shatavari (Asparagus racemosus)
Per-herb encoded interactions: Triphala: Mild laxative — additive K+ loss with thiazides/loop diure... | ### Inputs
- Recommended Ayurvedic preparations: Triphala (Emblica officinalis + Terminalia bellirica + Terminalia chebula); Kutaja (Holarrhena antidysenterica); Shatavari (Asparagus racemosus)
- Current biomedical regimen: Domperidone 10 mg TDS
- Baseline objective metric this cycle: symptom-burden VAS 6/10.
### Drug... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000003 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000003: 67 F | NAFLD (Mild-Moderate) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Proposed intervention class: Rasayana (rejuvenative tonic)
Specific preparations: Triphala (Emblica officinalis + Terminalia bellirica + Terminalia chebula); Kutaja (Holarrhena antidy... | ### Claim Under Review
- Intervention: Rasayana (rejuvenative tonic) — Triphala (Emblica officinalis + Terminalia bellirica + Terminalia chebula); Kutaja (Holarrhena antidysenterica); Shatavari (Asparagus racemosus) + Ardha Matsyendrasana + Pawanmuktasana + pathya/apathya
- Indication: NAFLD (Mild-Moderate) (classical:... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000003 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000003: 67 F | NAFLD (Mild-Moderate) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Setting: BAMS Practitioner Private Clinic | Region: india (india)
Proposed intervention class: Rasayana (rejuvenative tonic)
Recommended preparations: Triphala (Emblica officinalis + ... | ### Consultation Context
- 67 F | West Bengal (india) | Setting: BAMS Practitioner Private Clinic
- Referred for AYUSH integrative review of NAFLD (Mild-Moderate) (classical: Yakrit Vikara); severity: Moderate — combined AYUSH + biomedical care, monitoring intensified.
- Headline objective metric this cycle: **symptom-... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000003 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000003: 67 F | NAFLD (Mild-Moderate) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Region: india (india) | Setting: BAMS Practitioner Private Clinic
Current biomedical regimen: Domperidone 10 mg TDS
Chart escalation flag: NO
### Case dossier
- Baseline objective me... | ### Presenting Snapshot
- 67 F | NAFLD (Mild-Moderate) (classical: Yakrit Vikara) | severity: Moderate — combined AYUSH + biomedical care, monitoring intensified.
- Objective metric this cycle: **symptom-burden VAS 6/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 6/10 over the 9-week adjunct trial).
- Curr... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000003 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000004: 58 M | Karnataka (india)
Setting: Government AYUSH Hospital (state-run)
Biomedical condition: Chronic Low Back Pain | Severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained
Classical correlate: Katigraha | System domain: msk
Prakriti (constitutional baseline): Vata-Pitta
Vi... | ### Presenting Picture
- 58 M | Karnataka (india) | Setting: Government AYUSH Hospital (state-run)
- Presenting biomedical condition: Chronic Low Back Pain | Severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained
- Classical correlate: Katigraha | System domain: msk
- Baseline objective metric this cy... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000004 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000004: 58 M | Karnataka | Setting: Government AYUSH Hospital (state-run)
Biomedical condition: Chronic Low Back Pain (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Classical correlate: Katigraha | Domain: msk
Prakriti / vikriti: Vata-Pitta / Kapha aggravation, Vata-Pitta... | ### Plan Objectives
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000004 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000004: 58 M | Chronic Low Back Pain
Recommended herbs: Ashwagandha (Withania somnifera); Guduchi (Tinospora cordifolia); Guggulu (Commiphora mukul) (Commiphora wightii)
Per-herb encoded interactions: Ashwagandha: CYP3A4 modulation — caution with sedatives, immunosuppressants, thyroid hormone (may i... | ### Screen Inputs
- Recommended Ayurvedic preparations: Ashwagandha (Withania somnifera); Guduchi (Tinospora cordifolia); Guggulu (Commiphora mukul) (Commiphora wightii)
- Current biomedical regimen: None (AYUSH-only management initially)
- Baseline objective metric this cycle: symptom-burden VAS 4/10.
### Interaction... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000004 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000004: 58 M | Chronic Low Back Pain (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Proposed intervention class: Shamana (palliative herbal)
Specific preparations: Ashwagandha (Withania somnifera); Guduchi (Tinospora cordifolia); Guggulu (Commiphora mukul) (Commiphora wig... | ### Claim Under Review
- Intervention: Shamana (palliative herbal) — Ashwagandha (Withania somnifera); Guduchi (Tinospora cordifolia); Guggulu (Commiphora mukul) (Commiphora wightii) + Joint loosening (Sukshma Vyayama) + Trikonasana (modified) + pathya/apathya
- Indication: Chronic Low Back Pain (classical: Katigraha) ... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000004 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000004: 58 M | Chronic Low Back Pain (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Setting: Government AYUSH Hospital (state-run) | Region: india (india)
Proposed intervention class: Shamana (palliative herbal)
Recommended preparations: Ashwagandha (Withania somnifera); ... | ### Reason for Consultation
- 58 M | Karnataka (india) | Setting: Government AYUSH Hospital (state-run)
- Referred for AYUSH integrative review of Chronic Low Back Pain (classical: Katigraha); severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained.
- Headline objective metric this cycle: **symptom-bur... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000004 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000004: 58 M | Chronic Low Back Pain (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Region: india (india) | Setting: Government AYUSH Hospital (state-run)
Current biomedical regimen: None (AYUSH-only management initially)
Chart escalation flag: NO
### Case dossier
- Base... | ### Presenting Snapshot
- 58 M | Chronic Low Back Pain (classical: Katigraha) | severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained.
- Objective metric this cycle: **symptom-burden VAS 4/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 4/10 over the 8-week adjunct trial).
- Current biome... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000004 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000005: 61 F | Delhi NCR (india)
Setting: Private Ayurvedic Hospital (NABH-accredited)
Biomedical condition: GERD (Mild-Moderate) | Severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained
Classical correlate: Urdhvaga Amlapitta | System domain: gi
Prakriti (constitutional baseline):... | ### Presenting Picture
- 61 F | Delhi NCR (india) | Setting: Private Ayurvedic Hospital (NABH-accredited)
- Presenting biomedical condition: GERD (Mild-Moderate) | Severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained
- Classical correlate: Urdhvaga Amlapitta | System domain: gi
- Baseline objective ... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000005 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000005: 61 F | Delhi NCR | Setting: Private Ayurvedic Hospital (NABH-accredited)
Biomedical condition: GERD (Mild-Moderate) (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Classical correlate: Urdhvaga Amlapitta | Domain: gi
Prakriti / vikriti: Vata-dominant / Pitta aggrav... | ### Goals
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm and bhasm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000005 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000005: 61 F | GERD (Mild-Moderate)
Recommended herbs: Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Kutaja (Holarrhena antidysenterica); Triphala (Emblica officinalis + Terminalia bellirica + Terminalia chebula); Yashtimadhu (Licorice) (Glycyrrhiza glabra)
Per-herb encoded interactio... | ### Inputs
- Recommended Ayurvedic preparations: Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Kutaja (Holarrhena antidysenterica); Triphala (Emblica officinalis + Terminalia bellirica + Terminalia chebula); Yashtimadhu (Licorice) (Glycyrrhiza glabra)
- Current biomedical regimen: None (AYUSH-only manage... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000005 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000005: 61 F | GERD (Mild-Moderate) (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Proposed intervention class: Pathya-Apathya (diet + lifestyle)
Specific preparations: Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Kutaja (Holarrhena antidysenterica); Triph... | ### Claim Being Graded
- Intervention: Pathya-Apathya (diet + lifestyle) — Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Kutaja (Holarrhena antidysenterica); Triphala (Emblica officinalis + Terminalia bellirica + Terminalia chebula); Yashtimadhu (Licorice) (Glycyrrhiza glabra) + Pawanmuktasana + Ardha Ma... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000005 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000005: 61 F | GERD (Mild-Moderate) (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Setting: Private Ayurvedic Hospital (NABH-accredited) | Region: india (india)
Proposed intervention class: Pathya-Apathya (diet + lifestyle)
Recommended preparations: Trikatu (Piper longum ... | ### Reason for Consultation
- 61 F | Delhi NCR (india) | Setting: Private Ayurvedic Hospital (NABH-accredited)
- Referred for AYUSH integrative review of GERD (Mild-Moderate) (classical: Urdhvaga Amlapitta); severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained.
- Headline objective metric this cycle... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000005 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000005: 61 F | GERD (Mild-Moderate) (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Region: india (india) | Setting: Private Ayurvedic Hospital (NABH-accredited)
Current biomedical regimen: None (AYUSH-only management initially)
Chart escalation flag: NO
### Case dossier
... | ### Presenting Snapshot
- 61 F | GERD (Mild-Moderate) (classical: Urdhvaga Amlapitta) | severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained.
- Objective metric this cycle: **symptom-burden VAS 6/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 6/10 over the 8-week adjunct trial).
- Curre... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000005 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000006: 61 M | Maharashtra (india)
Setting: AIIA / Central CCRAS Institute
Biomedical condition: Generalized Anxiety Disorder (Mild-Mod) | Severity: GAD-7 10-14 — moderate
Classical correlate: Chittodvega | System domain: neuro_psych
Prakriti (constitutional baseline): Vata-dominant
Vikriti (current... | ### Case Overview
- 61 M | Maharashtra (india) | Setting: AIIA / Central CCRAS Institute
- Presenting biomedical condition: Generalized Anxiety Disorder (Mild-Mod) | Severity: GAD-7 10-14 — moderate
- Classical correlate: Chittodvega | System domain: neuro_psych
- Baseline objective metric this cycle: **GAD-7 12** (end... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000006 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000006: 61 M | Maharashtra | Setting: AIIA / Central CCRAS Institute
Biomedical condition: Generalized Anxiety Disorder (Mild-Mod) (severity: GAD-7 10-14 — moderate)
Classical correlate: Chittodvega | Domain: neuro_psych
Prakriti / vikriti: Vata-dominant / Kapha aggravation, Vata-dominant prakriti b... | ### Care Goals
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm and ... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000006 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000006: 61 M | Generalized Anxiety Disorder (Mild-Mod)
Recommended herbs: Brahmi (Bacopa monnieri); Shankhpushpi (Convolvulus pluricaulis); Ashwagandha (Withania somnifera)
Per-herb encoded interactions: Brahmi: CYP-mediated interactions documented with phenytoin (alters clearance) / Mild GI upset; ... | ### Case Inputs
- Recommended Ayurvedic preparations: Brahmi (Bacopa monnieri); Shankhpushpi (Convolvulus pluricaulis); Ashwagandha (Withania somnifera)
- Current biomedical regimen: Mirtazapine 7.5-30 mg HS; Diazepam 2-5 mg HS PRN; Sertraline 25-100 mg OD
- Baseline objective metric this cycle: GAD-7 12.
### Drug-Lis... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000006 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000006: 61 M | Generalized Anxiety Disorder (Mild-Mod) (severity: GAD-7 10-14 — moderate)
Proposed intervention class: Combined Shamana + Pathya + Yoga
Specific preparations: Brahmi (Bacopa monnieri); Shankhpushpi (Convolvulus pluricaulis); Ashwagandha (Withania somnifera)
Mind-body component: Trata... | ### Claim Being Graded
- Intervention: Combined Shamana + Pathya + Yoga — Brahmi (Bacopa monnieri); Shankhpushpi (Convolvulus pluricaulis); Ashwagandha (Withania somnifera) + Trataka + Yoga Nidra 30 min + pathya/apathya
- Indication: Generalized Anxiety Disorder (Mild-Mod) (classical: Chittodvega) | Severity: GAD-7 10-... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000006 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000006: 61 M | Generalized Anxiety Disorder (Mild-Mod) (severity: GAD-7 10-14 — moderate)
Setting: AIIA / Central CCRAS Institute | Region: india (india)
Proposed intervention class: Combined Shamana + Pathya + Yoga
Recommended preparations: Brahmi (Bacopa monnieri); Shankhpushpi (Convolvulus pluric... | ### Why Seen
- 61 M | Maharashtra (india) | Setting: AIIA / Central CCRAS Institute
- Referred for AYUSH integrative review of Generalized Anxiety Disorder (Mild-Mod) (classical: Chittodvega); severity: GAD-7 10-14 — moderate.
- Headline objective metric this cycle: **GAD-7 12** (pre-specified endpoint: reduce GAD-7 by... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000006 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000006: 61 M | Generalized Anxiety Disorder (Mild-Mod) (severity: GAD-7 10-14 — moderate)
Region: india (india) | Setting: AIIA / Central CCRAS Institute
Current biomedical regimen: Mirtazapine 7.5-30 mg HS; Diazepam 2-5 mg HS PRN; Sertraline 25-100 mg OD
Chart escalation flag: NO
### Case dossier
... | ### Triage Inputs
- 61 M | Generalized Anxiety Disorder (Mild-Mod) (classical: Chittodvega) | severity: GAD-7 10-14 — moderate.
- Objective metric this cycle: **GAD-7 12** (endpoint: reduce GAD-7 by ≥5 points from 12 over the 9-week adjunct trial).
- Current biomedical regimen: Mirtazapine 7.5-30 mg HS; Diazepam 2-5 mg... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000006 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000007: 27 M | Karnataka (india)
Setting: Government AYUSH Hospital (state-run)
Biomedical condition: GERD (Mild-Moderate) | Severity: Moderate — combined AYUSH + biomedical care, monitoring intensified
Classical correlate: Urdhvaga Amlapitta | System domain: gi
Prakriti (constitutional baseline): K... | ### Patient Snapshot
- 27 M | Karnataka (india) | Setting: Government AYUSH Hospital (state-run)
- Presenting biomedical condition: GERD (Mild-Moderate) | Severity: Moderate — combined AYUSH + biomedical care, monitoring intensified
- Classical correlate: Urdhvaga Amlapitta | System domain: gi
- Baseline objective metr... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000007 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000007: 27 M | Karnataka | Setting: Government AYUSH Hospital (state-run)
Biomedical condition: GERD (Mild-Moderate) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Classical correlate: Urdhvaga Amlapitta | Domain: gi
Prakriti / vikriti: Kapha-dominant / Pitta aggrava... | ### Plan Objectives
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000007 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000007: 27 M | GERD (Mild-Moderate)
Recommended herbs: Kutaja (Holarrhena antidysenterica); Shatavari (Asparagus racemosus); Yashtimadhu (Licorice) (Glycyrrhiza glabra); Haridra (Curcumin) (Curcuma longa); Punarnava (Boerhavia diffusa)
Per-herb encoded interactions: Kutaja: Generally well-tolerated;... | ### Case Inputs
- Recommended Ayurvedic preparations: Kutaja (Holarrhena antidysenterica); Shatavari (Asparagus racemosus); Yashtimadhu (Licorice) (Glycyrrhiza glabra); Haridra (Curcumin) (Curcuma longa); Punarnava (Boerhavia diffusa)
- Current biomedical regimen: Domperidone 10 mg TDS
- Baseline objective metric this ... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000007 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000007: 27 M | GERD (Mild-Moderate) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Proposed intervention class: Shamana (palliative herbal)
Specific preparations: Kutaja (Holarrhena antidysenterica); Shatavari (Asparagus racemosus); Yashtimadhu (Licorice) (Glycyrrhiz... | ### Claim Being Graded
- Intervention: Shamana (palliative herbal) — Kutaja (Holarrhena antidysenterica); Shatavari (Asparagus racemosus); Yashtimadhu (Licorice) (Glycyrrhiza glabra); Haridra (Curcumin) (Curcuma longa); Punarnava (Boerhavia diffusa) + Pawanmuktasana + Ardha Matsyendrasana + pathya/apathya
- Indication:... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000007 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000007: 27 M | GERD (Mild-Moderate) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Setting: Government AYUSH Hospital (state-run) | Region: india (india)
Proposed intervention class: Shamana (palliative herbal)
Recommended preparations: Kutaja (Holarrhena antidysente... | ### Reason for Consultation
- 27 M | Karnataka (india) | Setting: Government AYUSH Hospital (state-run)
- Referred for AYUSH integrative review of GERD (Mild-Moderate) (classical: Urdhvaga Amlapitta); severity: Moderate — combined AYUSH + biomedical care, monitoring intensified.
- Headline objective metric this cycle: ... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000007 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000007: 27 M | GERD (Mild-Moderate) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Region: india (india) | Setting: Government AYUSH Hospital (state-run)
Current biomedical regimen: Domperidone 10 mg TDS
Chart escalation flag: NO
### Case dossier
- Baseline objectiv... | ### Presenting Snapshot
- 27 M | GERD (Mild-Moderate) (classical: Urdhvaga Amlapitta) | severity: Moderate — combined AYUSH + biomedical care, monitoring intensified.
- Objective metric this cycle: **symptom-burden VAS 4/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 4/10 over the 12-week adjunct trial).
-... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000007 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000008: 25 M | Maharashtra (india)
Setting: BAMS Practitioner Private Clinic
Biomedical condition: Lifestyle / Stress Wellness Consultation | Severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only
Classical correlate: Swasthavritta | System domain: general_wellness
Prakriti... | ### Case Overview
- 25 M | Maharashtra (india) | Setting: BAMS Practitioner Private Clinic
- Presenting biomedical condition: Lifestyle / Stress Wellness Consultation | Severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only
- Classical correlate: Swasthavritta | System domain: general_wellness... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000008 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000008: 25 M | Maharashtra | Setting: BAMS Practitioner Private Clinic
Biomedical condition: Lifestyle / Stress Wellness Consultation (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Classical correlate: Swasthavritta | Domain: general_wellness
Prakriti / vikriti: V... | ### Plan Objectives
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000008 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000008: 25 M | Lifestyle / Stress Wellness Consultation
Recommended herbs: Shatavari (Asparagus racemosus); Brahmi (Bacopa monnieri); Ashwagandha (Withania somnifera); Guduchi (Tinospora cordifolia); Tulsi (Ocimum sanctum)
Per-herb encoded interactions: Shatavari: Phytoestrogenic — caution in hormon... | ### Inputs
- Recommended Ayurvedic preparations: Shatavari (Asparagus racemosus); Brahmi (Bacopa monnieri); Ashwagandha (Withania somnifera); Guduchi (Tinospora cordifolia); Tulsi (Ocimum sanctum)
- Current biomedical regimen: None (AYUSH-only management initially)
- Baseline objective metric this cycle: symptom-burden... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000008 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000008: 25 M | Lifestyle / Stress Wellness Consultation (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Proposed intervention class: Shodhana (panchakarma cleansing)
Specific preparations: Shatavari (Asparagus racemosus); Brahmi (Bacopa monnieri); Ashwagandha (With... | ### Intervention Under Review
- Intervention: Shodhana (panchakarma cleansing) — Shatavari (Asparagus racemosus); Brahmi (Bacopa monnieri); Ashwagandha (Withania somnifera); Guduchi (Tinospora cordifolia); Tulsi (Ocimum sanctum) + Anulom-Vilom 10 min + Bhramari 9 rounds + pathya/apathya
- Indication: Lifestyle / Stress... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000008 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000008: 25 M | Lifestyle / Stress Wellness Consultation (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Setting: BAMS Practitioner Private Clinic | Region: india (india)
Proposed intervention class: Shodhana (panchakarma cleansing)
Recommended preparations: Shatava... | ### Reason for Consultation
- 25 M | Maharashtra (india) | Setting: BAMS Practitioner Private Clinic
- Referred for AYUSH integrative review of Lifestyle / Stress Wellness Consultation (classical: Swasthavritta); severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only.
- Headline objective metr... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000008 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000008: 25 M | Lifestyle / Stress Wellness Consultation (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Region: india (india) | Setting: BAMS Practitioner Private Clinic
Current biomedical regimen: None (AYUSH-only management initially)
Chart escalation flag: YES
... | ### Presenting Snapshot
- 25 M | Lifestyle / Stress Wellness Consultation (classical: Swasthavritta) | severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only.
- Objective metric this cycle: **symptom-burden VAS 3/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 3/10 over the 11-week... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000008 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000009: 34 M | Uttar Pradesh (india)
Setting: Allopathy Hospital with AYUSH Co-located OPD
Biomedical condition: Fibromyalgia | Severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained
Classical correlate: Mamsagata Vata (correlate) | System domain: msk
Prakriti (constitutional basel... | ### Case Overview
- 34 M | Uttar Pradesh (india) | Setting: Allopathy Hospital with AYUSH Co-located OPD
- Presenting biomedical condition: Fibromyalgia | Severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained
- Classical correlate: Mamsagata Vata (correlate) | System domain: msk
- Baseline objective ... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000009 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000009: 34 M | Uttar Pradesh | Setting: Allopathy Hospital with AYUSH Co-located OPD
Biomedical condition: Fibromyalgia (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Classical correlate: Mamsagata Vata (correlate) | Domain: msk
Prakriti / vikriti: Vata-Pitta / Vata aggra... | ### Care Goals
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm and ... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000009 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000009: 34 M | Fibromyalgia
Recommended herbs: Yogaraj Guggulu (compound) (multi-herb classical formula); Guduchi (Tinospora cordifolia)
Per-herb encoded interactions: Yogaraj Guggulu (compound): Same as Guggulu; verify heavy-metal-free, GMP-certified source || Guduchi: Immunomodulatory — caution in... | ### Screen Inputs
- Recommended Ayurvedic preparations: Yogaraj Guggulu (compound) (multi-herb classical formula); Guduchi (Tinospora cordifolia)
- Current biomedical regimen: Methotrexate 10-15 mg weekly + folic acid
- Baseline objective metric this cycle: symptom-burden VAS 7/10.
### Cross-Reference Decision Matrix ... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000009 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000009: 34 M | Fibromyalgia (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Proposed intervention class: Combined Shamana + Pathya + Yoga
Specific preparations: Yogaraj Guggulu (compound) (multi-herb classical formula); Guduchi (Tinospora cordifolia)
Mind-body component: M... | ### Intervention Under Review
- Intervention: Combined Shamana + Pathya + Yoga — Yogaraj Guggulu (compound) (multi-herb classical formula); Guduchi (Tinospora cordifolia) + Marjariasana + Joint loosening (Sukshma Vyayama) + pathya/apathya
- Indication: Fibromyalgia (classical: Mamsagata Vata (correlate)) | Severity: Mi... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000009 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000009: 34 M | Fibromyalgia (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Setting: Allopathy Hospital with AYUSH Co-located OPD | Region: india (india)
Proposed intervention class: Combined Shamana + Pathya + Yoga
Recommended preparations: Yogaraj Guggulu (compound) (mul... | ### Consultation Context
- 34 M | Uttar Pradesh (india) | Setting: Allopathy Hospital with AYUSH Co-located OPD
- Referred for AYUSH integrative review of Fibromyalgia (classical: Mamsagata Vata (correlate)); severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained.
- Headline objective metric this cycl... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000009 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000009: 34 M | Fibromyalgia (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Region: india (india) | Setting: Allopathy Hospital with AYUSH Co-located OPD
Current biomedical regimen: Methotrexate 10-15 mg weekly + folic acid
Chart escalation flag: NO
### Case dossier
- Bas... | ### Triage Inputs
- 34 M | Fibromyalgia (classical: Mamsagata Vata (correlate)) | severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained.
- Objective metric this cycle: **symptom-burden VAS 7/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 7/10 over the 8-week adjunct trial).
- Current bio... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000009 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000010: 22 F | Gujarat (india)
Setting: Integrative Cardiology Outpatient Unit
Biomedical condition: Rheumatoid Arthritis (Established, Mild-Mod) | Severity: DAS28 < 3.2 — low disease activity
Classical correlate: Amavata | System domain: msk
Prakriti (constitutional baseline): Pitta-Kapha
Vikriti (... | ### Presenting Picture
- 22 F | Gujarat (india) | Setting: Integrative Cardiology Outpatient Unit
- Presenting biomedical condition: Rheumatoid Arthritis (Established, Mild-Mod) | Severity: DAS28 < 3.2 — low disease activity
- Classical correlate: Amavata | System domain: msk
- Baseline objective metric this cycle: **D... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000010 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000010: 22 F | Gujarat | Setting: Integrative Cardiology Outpatient Unit
Biomedical condition: Rheumatoid Arthritis (Established, Mild-Mod) (severity: DAS28 < 3.2 — low disease activity)
Classical correlate: Amavata | Domain: msk
Prakriti / vikriti: Pitta-Kapha / Vata aggravation, Pitta-Kapha prakri... | ### Plan Objectives
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000010 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000010: 22 F | Rheumatoid Arthritis (Established, Mild-Mod)
Recommended herbs: Guduchi (Tinospora cordifolia); Mahayograj Guggulu (compound) (multi-herb + bhasma classical formula); Ashwagandha (Withania somnifera); Haridra (Curcumin) (Curcuma longa); Guggulu (Commiphora mukul) (Commiphora wightii)
... | ### Case Inputs
- Recommended Ayurvedic preparations: Guduchi (Tinospora cordifolia); Mahayograj Guggulu (compound) (multi-herb + bhasma classical formula); Ashwagandha (Withania somnifera); Haridra (Curcumin) (Curcuma longa); Guggulu (Commiphora mukul) (Commiphora wightii)
- Current biomedical regimen: Naproxen 250-50... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000010 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000010: 22 F | Rheumatoid Arthritis (Established, Mild-Mod) (severity: DAS28 < 3.2 — low disease activity)
Proposed intervention class: Yoga + Pranayama (mind-body)
Specific preparations: Guduchi (Tinospora cordifolia); Mahayograj Guggulu (compound) (multi-herb + bhasma classical formula); Ashwagand... | ### Intervention Under Review
- Intervention: Yoga + Pranayama (mind-body) — Guduchi (Tinospora cordifolia); Mahayograj Guggulu (compound) (multi-herb + bhasma classical formula); Ashwagandha (Withania somnifera); Haridra (Curcumin) (Curcuma longa); Guggulu (Commiphora mukul) (Commiphora wightii) + Shavasana + Joint lo... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000010 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000010: 22 F | Rheumatoid Arthritis (Established, Mild-Mod) (severity: DAS28 < 3.2 — low disease activity)
Setting: Integrative Cardiology Outpatient Unit | Region: india (india)
Proposed intervention class: Yoga + Pranayama (mind-body)
Recommended preparations: Guduchi (Tinospora cordifolia); Mahay... | ### Reason for Consultation
- 22 F | Gujarat (india) | Setting: Integrative Cardiology Outpatient Unit
- Referred for AYUSH integrative review of Rheumatoid Arthritis (Established, Mild-Mod) (classical: Amavata); severity: DAS28 < 3.2 — low disease activity.
- Headline objective metric this cycle: **DAS28 2.7** (pre-sp... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000010 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000010: 22 F | Rheumatoid Arthritis (Established, Mild-Mod) (severity: DAS28 < 3.2 — low disease activity)
Region: india (india) | Setting: Integrative Cardiology Outpatient Unit
Current biomedical regimen: Naproxen 250-500 mg BD PRN; Methotrexate 10-15 mg weekly + folic acid; Hydroxychloroquine 200... | ### Triage Inputs
- 22 F | Rheumatoid Arthritis (Established, Mild-Mod) (classical: Amavata) | severity: DAS28 < 3.2 — low disease activity.
- Objective metric this cycle: **DAS28 2.7** (endpoint: reduce DAS28 by ≥0.6 from 2.7 over the 6-week adjunct trial).
- Current biomedical regimen: Naproxen 250-500 mg BD PRN; Met... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000010 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000011: 39 F | Kerala (india)
Setting: Private Ayurvedic Hospital (NABH-accredited)
Biomedical condition: Type 2 Diabetes Mellitus | Severity: Established T2DM, HbA1c 7.5-8.4% (moderate)
Classical correlate: Madhumeha | System domain: metabolic
Prakriti (constitutional baseline): Kapha-dominant
Vikr... | ### Patient Snapshot
- 39 F | Kerala (india) | Setting: Private Ayurvedic Hospital (NABH-accredited)
- Presenting biomedical condition: Type 2 Diabetes Mellitus | Severity: Established T2DM, HbA1c 7.5-8.4% (moderate)
- Classical correlate: Madhumeha | System domain: metabolic
- Baseline objective metric this cycle: **H... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000011 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000011: 39 F | Kerala | Setting: Private Ayurvedic Hospital (NABH-accredited)
Biomedical condition: Type 2 Diabetes Mellitus (severity: Established T2DM, HbA1c 7.5-8.4% (moderate))
Classical correlate: Madhumeha | Domain: metabolic
Prakriti / vikriti: Kapha-dominant / Vata aggravation, Kapha-dominan... | ### Plan Objectives
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000011 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000011: 39 F | Type 2 Diabetes Mellitus
Recommended herbs: Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Yogaraj Guggulu (compound) (multi-herb classical formula); Kalmegh (Andrographis paniculata); Karela (Bitter melon) (Momordica charantia)
Per-herb encoded interactions: Trikatu: Bi... | ### Case Inputs
- Recommended Ayurvedic preparations: Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Yogaraj Guggulu (compound) (multi-herb classical formula); Kalmegh (Andrographis paniculata); Karela (Bitter melon) (Momordica charantia)
- Current biomedical regimen: Atorvastatin 10-20 mg OD; Levothyroxi... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000011 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000011: 39 F | Type 2 Diabetes Mellitus (severity: Established T2DM, HbA1c 7.5-8.4% (moderate))
Proposed intervention class: Shamana (palliative herbal)
Specific preparations: Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Yogaraj Guggulu (compound) (multi-herb classical formula); Kalm... | ### Intervention Under Review
- Intervention: Shamana (palliative herbal) — Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Yogaraj Guggulu (compound) (multi-herb classical formula); Kalmegh (Andrographis paniculata); Karela (Bitter melon) (Momordica charantia) + Ardha Matsyendrasana + Bhastrika 3 cycles x... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000011 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000011: 39 F | Type 2 Diabetes Mellitus (severity: Established T2DM, HbA1c 7.5-8.4% (moderate))
Setting: Private Ayurvedic Hospital (NABH-accredited) | Region: india (india)
Proposed intervention class: Shamana (palliative herbal)
Recommended preparations: Trikatu (Piper longum + Piper nigrum + Zing... | ### Reason for Consultation
- 39 F | Kerala (india) | Setting: Private Ayurvedic Hospital (NABH-accredited)
- Referred for AYUSH integrative review of Type 2 Diabetes Mellitus (classical: Madhumeha); severity: Established T2DM, HbA1c 7.5-8.4% (moderate).
- Headline objective metric this cycle: **HbA1c 8.3%** (pre-speci... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000011 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000011: 39 F | Type 2 Diabetes Mellitus (severity: Established T2DM, HbA1c 7.5-8.4% (moderate))
Region: india (india) | Setting: Private Ayurvedic Hospital (NABH-accredited)
Current biomedical regimen: Atorvastatin 10-20 mg OD; Levothyroxine 25-100 mcg OD
Chart escalation flag: NO
### Case dossier
... | ### Case At A Glance
- 39 F | Type 2 Diabetes Mellitus (classical: Madhumeha) | severity: Established T2DM, HbA1c 7.5-8.4% (moderate).
- Objective metric this cycle: **HbA1c 8.3%** (endpoint: reduce HbA1c by ≥0.5% absolute from the 8.3% baseline over the 7-week adjunct trial).
- Current biomedical regimen: Atorvastatin... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000011 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000012: 49 F | Kerala (india)
Setting: BAMS Practitioner Private Clinic
Biomedical condition: Primary Dysmenorrhea | Severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only
Classical correlate: Kashtartava | System domain: gyn
Prakriti (constitutional baseline): Pitta-domina... | ### Case Overview
- 49 F | Kerala (india) | Setting: BAMS Practitioner Private Clinic
- Presenting biomedical condition: Primary Dysmenorrhea | Severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only
- Classical correlate: Kashtartava | System domain: gyn
- Baseline objective metric this cycle:... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000012 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000012: 49 F | Kerala | Setting: BAMS Practitioner Private Clinic
Biomedical condition: Primary Dysmenorrhea (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Classical correlate: Kashtartava | Domain: gyn
Prakriti / vikriti: Pitta-dominant / Kapha aggravation, Pitta... | ### Plan Objectives
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000012 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000012: 49 F | Primary Dysmenorrhea
Recommended herbs: Methi (Fenugreek) (Trigonella foenum-graecum); Shatavari (Asparagus racemosus); Lodhra (Symplocos racemosa); Ashoka (Saraca asoca)
Per-herb encoded interactions: Methi (Fenugreek): Hypoglycemia with antidiabetics / Bleeding risk with warfarin (c... | ### Screen Inputs
- Recommended Ayurvedic preparations: Methi (Fenugreek) (Trigonella foenum-graecum); Shatavari (Asparagus racemosus); Lodhra (Symplocos racemosa); Ashoka (Saraca asoca)
- Current biomedical regimen: None (AYUSH-only management initially)
- Baseline objective metric this cycle: symptom-burden VAS 5/10.... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000012 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000012: 49 F | Primary Dysmenorrhea (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Proposed intervention class: Shamana (palliative herbal)
Specific preparations: Methi (Fenugreek) (Trigonella foenum-graecum); Shatavari (Asparagus racemosus); Lodhra (Symplocos rac... | ### Claim Being Graded
- Intervention: Shamana (palliative herbal) — Methi (Fenugreek) (Trigonella foenum-graecum); Shatavari (Asparagus racemosus); Lodhra (Symplocos racemosa); Ashoka (Saraca asoca) + Baddha Konasana + Marjariasana + pathya/apathya
- Indication: Primary Dysmenorrhea (classical: Kashtartava) | Severity... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000012 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000012: 49 F | Primary Dysmenorrhea (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Setting: BAMS Practitioner Private Clinic | Region: india (india)
Proposed intervention class: Shamana (palliative herbal)
Recommended preparations: Methi (Fenugreek) (Trigonella fo... | ### Reason for Consultation
- 49 F | Kerala (india) | Setting: BAMS Practitioner Private Clinic
- Referred for AYUSH integrative review of Primary Dysmenorrhea (classical: Kashtartava); severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only.
- Headline objective metric this cycle: **symptom-bu... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000012 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000012: 49 F | Primary Dysmenorrhea (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Region: india (india) | Setting: BAMS Practitioner Private Clinic
Current biomedical regimen: None (AYUSH-only management initially)
Chart escalation flag: YES
### Case dossier
- B... | ### Presenting Snapshot
- 49 F | Primary Dysmenorrhea (classical: Kashtartava) | severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only.
- Objective metric this cycle: **symptom-burden VAS 5/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 5/10 over the 4-week adjunct trial).
- Curr... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000012 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000013: 72 F | Madhya Pradesh (india)
Setting: BAMS Practitioner Private Clinic
Biomedical condition: Frozen Shoulder (Adhesive Capsulitis) | Severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained
Classical correlate: Apabahuka | System domain: msk
Prakriti (constitutional baseline... | ### Patient Snapshot
- 72 F | Madhya Pradesh (india) | Setting: BAMS Practitioner Private Clinic
- Presenting biomedical condition: Frozen Shoulder (Adhesive Capsulitis) | Severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained
- Classical correlate: Apabahuka | System domain: msk
- Baseline objective ... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000013 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000013: 72 F | Madhya Pradesh | Setting: BAMS Practitioner Private Clinic
Biomedical condition: Frozen Shoulder (Adhesive Capsulitis) (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Classical correlate: Apabahuka | Domain: msk
Prakriti / vikriti: Vata-Pitta / Vata aggravat... | ### Care Goals
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm and ... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000013 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000013: 72 F | Frozen Shoulder (Adhesive Capsulitis)
Recommended herbs: Guduchi (Tinospora cordifolia); Ashwagandha (Withania somnifera); Yogaraj Guggulu (compound) (multi-herb classical formula); Guggulu (Commiphora mukul) (Commiphora wightii)
Per-herb encoded interactions: Guduchi: Immunomodulator... | ### Screen Inputs
- Recommended Ayurvedic preparations: Guduchi (Tinospora cordifolia); Ashwagandha (Withania somnifera); Yogaraj Guggulu (compound) (multi-herb classical formula); Guggulu (Commiphora mukul) (Commiphora wightii)
- Current biomedical regimen: None (AYUSH-only management initially)
- Baseline objective m... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000013 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000013: 72 F | Frozen Shoulder (Adhesive Capsulitis) (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Proposed intervention class: Shamana (palliative herbal)
Specific preparations: Guduchi (Tinospora cordifolia); Ashwagandha (Withania somnifera); Yogaraj Guggulu (compound)... | ### Claim Being Graded
- Intervention: Shamana (palliative herbal) — Guduchi (Tinospora cordifolia); Ashwagandha (Withania somnifera); Yogaraj Guggulu (compound) (multi-herb classical formula); Guggulu (Commiphora mukul) (Commiphora wightii) + Marjariasana + pathya/apathya
- Indication: Frozen Shoulder (Adhesive Capsul... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000013 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000013: 72 F | Frozen Shoulder (Adhesive Capsulitis) (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Setting: BAMS Practitioner Private Clinic | Region: india (india)
Proposed intervention class: Shamana (palliative herbal)
Recommended preparations: Guduchi (Tinospora cord... | ### Reason for Consultation
- 72 F | Madhya Pradesh (india) | Setting: BAMS Practitioner Private Clinic
- Referred for AYUSH integrative review of Frozen Shoulder (Adhesive Capsulitis) (classical: Apabahuka); severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained.
- Headline objective metric this cycl... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000013 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000013: 72 F | Frozen Shoulder (Adhesive Capsulitis) (severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained)
Region: india (india) | Setting: BAMS Practitioner Private Clinic
Current biomedical regimen: None (AYUSH-only management initially)
Chart escalation flag: NO
### Case dos... | ### Case At A Glance
- 72 F | Frozen Shoulder (Adhesive Capsulitis) (classical: Apabahuka) | severity: Mild — outpatient AYUSH amenable, biomedical baseline obtained.
- Objective metric this cycle: **symptom-burden VAS 9/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 9/10 over the 6-week adjunct trial).
- ... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000013 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000014: 58 M | Maharashtra (india)
Setting: Allopathy Hospital with AYUSH Co-located OPD
Biomedical condition: Irritable Bowel Syndrome (D / C / M) | Severity: Moderate — combined AYUSH + biomedical care, monitoring intensified
Classical correlate: Grahani | System domain: gi
Prakriti (constitutiona... | ### Case Overview
- 58 M | Maharashtra (india) | Setting: Allopathy Hospital with AYUSH Co-located OPD
- Presenting biomedical condition: Irritable Bowel Syndrome (D / C / M) | Severity: Moderate — combined AYUSH + biomedical care, monitoring intensified
- Classical correlate: Grahani | System domain: gi
- Baseline obj... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000014 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000014: 58 M | Maharashtra | Setting: Allopathy Hospital with AYUSH Co-located OPD
Biomedical condition: Irritable Bowel Syndrome (D / C / M) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Classical correlate: Grahani | Domain: gi
Prakriti / vikriti: Pitta-Kapha / Ka... | ### Plan Objectives
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000014 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000014: 58 M | Irritable Bowel Syndrome (D / C / M)
Recommended herbs: Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Yashtimadhu (Licorice) (Glycyrrhiza glabra)
Per-herb encoded interactions: Trikatu: Bioavailability enhancer — alters PK of many co-administered drugs (theophylline, pr... | ### Case Inputs
- Recommended Ayurvedic preparations: Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Yashtimadhu (Licorice) (Glycyrrhiza glabra)
- Current biomedical regimen: Mebeverine 135 mg TDS; Rifaximin 550 mg BD (IBS-D); Lactulose 10-15 mL HS
- Baseline objective metric this cycle: symptom-burden VA... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000014 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000014: 58 M | Irritable Bowel Syndrome (D / C / M) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Proposed intervention class: Rasayana (rejuvenative tonic)
Specific preparations: Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Yashtimadhu (Licorice) (G... | ### Intervention Under Review
- Intervention: Rasayana (rejuvenative tonic) — Trikatu (Piper longum + Piper nigrum + Zingiber officinale); Yashtimadhu (Licorice) (Glycyrrhiza glabra) + Pawanmuktasana + pathya/apathya
- Indication: Irritable Bowel Syndrome (D / C / M) (classical: Grahani) | Severity: Moderate — combined... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000014 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000014: 58 M | Irritable Bowel Syndrome (D / C / M) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Setting: Allopathy Hospital with AYUSH Co-located OPD | Region: india (india)
Proposed intervention class: Rasayana (rejuvenative tonic)
Recommended preparations: Trika... | ### Why Seen
- 58 M | Maharashtra (india) | Setting: Allopathy Hospital with AYUSH Co-located OPD
- Referred for AYUSH integrative review of Irritable Bowel Syndrome (D / C / M) (classical: Grahani); severity: Moderate — combined AYUSH + biomedical care, monitoring intensified.
- Headline objective metric this cycle: *... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000014 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000014: 58 M | Irritable Bowel Syndrome (D / C / M) (severity: Moderate — combined AYUSH + biomedical care, monitoring intensified)
Region: india (india) | Setting: Allopathy Hospital with AYUSH Co-located OPD
Current biomedical regimen: Mebeverine 135 mg TDS; Rifaximin 550 mg BD (IBS-D); Lactulose ... | ### Case At A Glance
- 58 M | Irritable Bowel Syndrome (D / C / M) (classical: Grahani) | severity: Moderate — combined AYUSH + biomedical care, monitoring intensified.
- Objective metric this cycle: **symptom-burden VAS 4/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 4/10 over the 12-week adjunct trial).... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000014 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000015: 29 F | Uttar Pradesh (india)
Setting: Allopathy Hospital with AYUSH Co-located OPD
Biomedical condition: Polycystic Ovary Syndrome | Severity: Phenotype C (HA + PCO morphology, ovulatory)
Classical correlate: Aartava-Kshaya / Pushpa-Ghni Yonivyapad | System domain: gyn
Prakriti (constitution... | ### Presenting Picture
- 29 F | Uttar Pradesh (india) | Setting: Allopathy Hospital with AYUSH Co-located OPD
- Presenting biomedical condition: Polycystic Ovary Syndrome | Severity: Phenotype C (HA + PCO morphology, ovulatory)
- Classical correlate: Aartava-Kshaya / Pushpa-Ghni Yonivyapad | System domain: gyn
- Baseli... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000015 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000015: 29 F | Uttar Pradesh | Setting: Allopathy Hospital with AYUSH Co-located OPD
Biomedical condition: Polycystic Ovary Syndrome (severity: Phenotype C (HA + PCO morphology, ovulatory))
Classical correlate: Aartava-Kshaya / Pushpa-Ghni Yonivyapad | Domain: gyn
Prakriti / vikriti: Vata-Kapha / Pi... | ### Goals
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm and bhasm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000015 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000015: 29 F | Polycystic Ovary Syndrome
Recommended herbs: Shatavari (Asparagus racemosus); Lodhra (Symplocos racemosa); Methi (Fenugreek) (Trigonella foenum-graecum); Ashoka (Saraca asoca)
Per-herb encoded interactions: Shatavari: Phytoestrogenic — caution in hormone-sensitive cancers (breast/endo... | ### Case Inputs
- Recommended Ayurvedic preparations: Shatavari (Asparagus racemosus); Lodhra (Symplocos racemosa); Methi (Fenugreek) (Trigonella foenum-graecum); Ashoka (Saraca asoca)
- Current biomedical regimen: None (AYUSH-only management initially)
- Baseline objective metric this cycle: symptom-burden VAS 7/10.
... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000015 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000015: 29 F | Polycystic Ovary Syndrome (severity: Phenotype C (HA + PCO morphology, ovulatory))
Proposed intervention class: Shamana (palliative herbal)
Specific preparations: Shatavari (Asparagus racemosus); Lodhra (Symplocos racemosa); Methi (Fenugreek) (Trigonella foenum-graecum); Ashoka (Sarac... | ### Intervention Under Review
- Intervention: Shamana (palliative herbal) — Shatavari (Asparagus racemosus); Lodhra (Symplocos racemosa); Methi (Fenugreek) (Trigonella foenum-graecum); Ashoka (Saraca asoca) + Anulom-Vilom 10 min + Baddha Konasana + pathya/apathya
- Indication: Polycystic Ovary Syndrome (classical: Aart... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000015 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000015: 29 F | Polycystic Ovary Syndrome (severity: Phenotype C (HA + PCO morphology, ovulatory))
Setting: Allopathy Hospital with AYUSH Co-located OPD | Region: india (india)
Proposed intervention class: Shamana (palliative herbal)
Recommended preparations: Shatavari (Asparagus racemosus); Lodhra (... | ### Consultation Context
- 29 F | Uttar Pradesh (india) | Setting: Allopathy Hospital with AYUSH Co-located OPD
- Referred for AYUSH integrative review of Polycystic Ovary Syndrome (classical: Aartava-Kshaya / Pushpa-Ghni Yonivyapad); severity: Phenotype C (HA + PCO morphology, ovulatory).
- Headline objective metric t... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000015 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000015: 29 F | Polycystic Ovary Syndrome (severity: Phenotype C (HA + PCO morphology, ovulatory))
Region: india (india) | Setting: Allopathy Hospital with AYUSH Co-located OPD
Current biomedical regimen: None (AYUSH-only management initially)
Chart escalation flag: NO
### Case dossier
- Baseline ob... | ### Presenting Snapshot
- 29 F | Polycystic Ovary Syndrome (classical: Aartava-Kshaya / Pushpa-Ghni Yonivyapad) | severity: Phenotype C (HA + PCO morphology, ovulatory).
- Objective metric this cycle: **symptom-burden VAS 7/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 7/10 over the 5-week adjunct trial).... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000015 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000016: 73 F | Maharashtra (india)
Setting: Private Ayurvedic Hospital (NABH-accredited)
Biomedical condition: Lifestyle / Stress Wellness Consultation | Severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only
Classical correlate: Swasthavritta | System domain: general_welln... | ### Patient Snapshot
- 73 F | Maharashtra (india) | Setting: Private Ayurvedic Hospital (NABH-accredited)
- Presenting biomedical condition: Lifestyle / Stress Wellness Consultation | Severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only
- Classical correlate: Swasthavritta | System domain: g... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000016 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000016: 73 F | Maharashtra | Setting: Private Ayurvedic Hospital (NABH-accredited)
Biomedical condition: Lifestyle / Stress Wellness Consultation (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Classical correlate: Swasthavritta | Domain: general_wellness
Prakriti ... | ### Goals
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm and bhasm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000016 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000016: 73 F | Lifestyle / Stress Wellness Consultation
Recommended herbs: Ashwagandha (Withania somnifera); Triphala (Emblica officinalis + Terminalia bellirica + Terminalia chebula); Brahmi (Bacopa monnieri); Guduchi (Tinospora cordifolia)
Per-herb encoded interactions: Ashwagandha: CYP3A4 modulat... | ### Case Inputs
- Recommended Ayurvedic preparations: Ashwagandha (Withania somnifera); Triphala (Emblica officinalis + Terminalia bellirica + Terminalia chebula); Brahmi (Bacopa monnieri); Guduchi (Tinospora cordifolia)
- Current biomedical regimen: None (AYUSH-only management initially)
- Baseline objective metric th... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000016 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000016: 73 F | Lifestyle / Stress Wellness Consultation (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Proposed intervention class: Pathya-Apathya (diet + lifestyle)
Specific preparations: Ashwagandha (Withania somnifera); Triphala (Emblica officinalis + Terminali... | ### Claim Under Review
- Intervention: Pathya-Apathya (diet + lifestyle) — Ashwagandha (Withania somnifera); Triphala (Emblica officinalis + Terminalia bellirica + Terminalia chebula); Brahmi (Bacopa monnieri); Guduchi (Tinospora cordifolia) + Surya Namaskar 6 rounds + Anulom-Vilom 10 min + pathya/apathya
- Indication:... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000016 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Write a single structured, clinician-grade integrative-medicine consultation summary for this patient. Synthesize the ENTIRE chart provided (longitudinal visit history, supporting laboratory panel, medication reconciliation, classical BAMS assessment notes, social/lifestyle history, and prior AYUSH exposure) into one c... | Patient AYUSH-INDIA-000016: 73 F | Lifestyle / Stress Wellness Consultation (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Setting: Private Ayurvedic Hospital (NABH-accredited) | Region: india (india)
Proposed intervention class: Pathya-Apathya (diet + lifestyle)
Recommended preparat... | ### Why Seen
- 73 F | Maharashtra (india) | Setting: Private Ayurvedic Hospital (NABH-accredited)
- Referred for AYUSH integrative review of Lifestyle / Stress Wellness Consultation (classical: Swasthavritta); severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only.
- Headline objective metric ... | ayush_integrative | integrative_consult_summary | medstack_synthetic_in_ayush | AYUSH-INDIA-000016 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a safety triage for this patient using the full chart. Screen explicitly for biomedical red flags (hypertensive emergency/urgency, high-activity RA, severe psoriasis, severe depression / suicidality, poorly controlled diabetes with complications, cancer pain, acute decompensation) and high-risk populations (pre... | Patient AYUSH-INDIA-000016: 73 F | Lifestyle / Stress Wellness Consultation (severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only)
Region: india (india) | Setting: Private Ayurvedic Hospital (NABH-accredited)
Current biomedical regimen: None (AYUSH-only management initially)
Chart escalation... | ### Triage Inputs
- 73 F | Lifestyle / Stress Wellness Consultation (classical: Swasthavritta) | severity: Severe — biomedical specialist referral primary, AYUSH adjunctive only.
- Objective metric this cycle: **symptom-burden VAS 5/10** (endpoint: reduce symptom-burden VAS by ≥2 points from 5/10 over the 12-week adjun... | ayush_integrative | safety_triage_escalation | medstack_synthetic_in_ayush | AYUSH-INDIA-000016 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Perform a structured prakriti / vikriti assessment for this Indian patient using the public-domain dosha framework (Vata / Pitta / Kapha) referenced by name only — NO Charaka / Sushruta / Ashtanga Hridaya / Bhavaprakasha text reproduction. State prakriti, current vikriti, sama vs nirama state, and biomedical correlatio... | Patient AYUSH-INDIA-000017: 54 M | Karnataka (india)
Setting: Allopathy Hospital with AYUSH Co-located OPD
Biomedical condition: Essential Hypertension (Stage 1) | Severity: JNC-8 Stage 2 (>=160/>=100)
Classical correlate: Raktagata Vata | System domain: cardio
Prakriti (constitutional baseline): Pitta-dominant
Vikriti... | ### Case Overview
- 54 M | Karnataka (india) | Setting: Allopathy Hospital with AYUSH Co-located OPD
- Presenting biomedical condition: Essential Hypertension (Stage 1) | Severity: JNC-8 Stage 2 (>=160/>=100)
- Classical correlate: Raktagata Vata | System domain: cardio
- Baseline objective metric this cycle: **BP 163/... | ayush_integrative | prakriti_assessment_classical | medstack_synthetic_in_ayush | AYUSH-INDIA-000017 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Build a structured integrative-management plan for this Indian patient. PRIMARY axis is biomedical standard of care; AYUSH is ADJUNCTIVE. State biomedical regimen + cadence, AYUSH intervention class + classical preparations + pathya/apathya + yoga/pranayama, mandatory pre-dispense cross-checks (herb-drug interaction, p... | Patient AYUSH-INDIA-000017: 54 M | Karnataka | Setting: Allopathy Hospital with AYUSH Co-located OPD
Biomedical condition: Essential Hypertension (Stage 1) (severity: JNC-8 Stage 2 (>=160/>=100))
Classical correlate: Raktagata Vata | Domain: cardio
Prakriti / vikriti: Pitta-dominant / Vata aggravation, Pitta-dominant p... | ### Plan Objectives
1. Achieve BIOMEDICAL disease control per current standard of care (ADA/AHA/EULAR/NICE-equivalent specialty endpoints).
2. Layer AYUSH interventions to reduce symptom burden, improve quality of life, support medication tolerability, and enable lifestyle adherence.
3. Avoid herb-drug-interaction harm... | ayush_integrative | integrative_management_chronic_disease | medstack_synthetic_in_ayush | AYUSH-INDIA-000017 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Generate a structured herb-drug interaction safety check for this patient. List each recommended Ayurvedic preparation's known interaction profile (encoded from CCRAS, NCCIH, EMEA HMPC, FDA, and Cochrane CM Field — referenced by name only). Cross-reference against the patient's current biomedical regimen and flag speci... | Patient AYUSH-INDIA-000017: 54 M | Essential Hypertension (Stage 1)
Recommended herbs: Guggulu (Commiphora mukul) (Commiphora wightii); Arjuna (Terminalia arjuna)
Per-herb encoded interactions: Guggulu (Commiphora mukul): Induces CYP3A4 — reduces serum statin, propranolol, diltiazem, OCP levels / Contraindicated in hyp... | ### Screen Inputs
- Recommended Ayurvedic preparations: Guggulu (Commiphora mukul) (Commiphora wightii); Arjuna (Terminalia arjuna)
- Current biomedical regimen: Metoprolol 25-50 mg BD; Amlodipine 5-10 mg OD
- Baseline objective metric this cycle: BP 163/104 mmHg.
### Per-Preparation Interaction Notes & Drug-List Cros... | ayush_integrative | herb_drug_interaction_safety | medstack_synthetic_in_ayush | AYUSH-INDIA-000017 |
You are MedStackAI AYUSH Assistant, a specialized AYUSH (Ayurveda + Yoga + Integrative Medicine) DECISION-SUPPORT AI trained on de-identified synthetic AYUSH patient data (India ICMR-AYUSH/CCRAS-weighted + Rest-of-World NCCIH-weighted) and license-clean public knowledge sources (CCRAS public bulletins, ICMR-AYUSH RCT r... | Grade the evidence behind the proposed AYUSH intervention for this patient using the 5-tier EBM-AYUSH framework (Tier-1 Cochrane SR → Tier-5 classical text only). State the assigned tier, rationale, limitations, and a tier-appropriate clinical decision (offer as primary / adjunctive only / low-risk adjunctive only / do... | Patient AYUSH-INDIA-000017: 54 M | Essential Hypertension (Stage 1) (severity: JNC-8 Stage 2 (>=160/>=100))
Proposed intervention class: Integrative (AYUSH adjunct to allopathy)
Specific preparations: Guggulu (Commiphora mukul) (Commiphora wightii); Arjuna (Terminalia arjuna)
Mind-body component: Bhramari 9 rounds
Curr... | ### Claim Being Graded
- Intervention: Integrative (AYUSH adjunct to allopathy) — Guggulu (Commiphora mukul) (Commiphora wightii); Arjuna (Terminalia arjuna) + Bhramari 9 rounds + pathya/apathya
- Indication: Essential Hypertension (Stage 1) (classical: Raktagata Vata) | Severity: JNC-8 Stage 2 (>=160/>=100)
- Objectiv... | ayush_integrative | ayush_ebm_evidence_grading | medstack_synthetic_in_ayush | AYUSH-INDIA-000017 |
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