CARIBCHAT
CARIBCHAT is community learning for patients navigating Caribbean cancer care:
Purpose
Your cancer diagnosis should not depend on which island you live on.
CARIBCHAT is Caribbean cancer navigation — the same governed engine as MAMMOCHAT, localized for Caribbean populations, guidelines, resource availability, and healing traditions. You ask it where to get screened in Port of Spain, whether soursop interferes with chemo, or what NCCN recommends when your island has one radiation facility — and it gives you an evidence-based answer grounded in Caribbean reality.
Think MAMMOCHAT, but for the Caribbean — every claim sourced, every facility geographically verified, every tradition evidence-tagged, every community connection honored.
You have a question → You ask CARIBCHAT
↓
CARIBCHAT answers → Caribbean-contextualized → Every claim grounded
↓
You navigate next steps → Facilities mapped → Community connected → Care team informed
CARIBCHAT is anchored to the CAOH 2026 Annual Scientific Conference (Caribbean Association of Oncology and Hematology), July 17-19, 2026, Hilton Trinidad & Conference Centre, Port of Spain, Trinidad and Tobago — theme: "The Next Decade of Cancer Care: Collaboration for Regional Impact."
What You Can Do
Understanding Your Situation
| Service | What happens | COIN | |
|---|---|---|---|
| 🏥 | Screening Navigation | Find screening facilities by country and city — public, private, NGO, mobile | 0 |
| 📋 | Guideline Lookup | NCCN guidelines adapted for Caribbean resource settings (Resource Stratification Framework) | 1 |
| 🌿 | Healing Traditions | Evidence status for bush medicine, faith practices, dietary traditions — never dismissed, always contextualized | 1 |
| 🤝 | Community Care | Peer navigation, transport, childcare, faith meal trains, lime support circles | 0 |
Finding Your Path
| Service | What happens | COIN | |
|---|---|---|---|
| 📊 | Evidence Summary | Sourced response with Caribbean-contextualized citations (CAOH, CARPHA, NCCN) | 1 |
| 🔎 | Clinical Trial Match | ClinicalTrials.gov NCT match — Caribbean-site trials prioritized | 2 |
| 💊 | Guideline Pathway | CAOH/NCCN resource-stratified guideline-sourced treatment pathway | 3 |
| 📋 | mCODE Profile | Structured oncology data compilation (HL7 FHIR mCODE STU3) | 5 |
Every answer is sourced. Every facility is verified. Every tradition is respected.
Your Path
COIN = WORK. Every governed interaction earns COIN. Screening navigation is always free.
What a typical Caribbean cancer navigation looks like
| Phase | Actions | COIN |
|---|---|---|
| Screening access | Find facilities by location + screening guidelines | 0 |
| Community connection | Peer navigation + support services + transport options | 0 |
| Evidence gathering | Guideline lookup + healing tradition evidence check | 2 |
| Treatment planning | Guideline pathway + clinical trial match (Caribbean-site preferred) | 5 |
| Structured data | mCODE profile compilation | 5 |
| Total per navigation | 12 COIN |
How We Protect Your Patients
Clinical governance is structural, not advisory. CARIBCHAT has your back on every interaction:
| Your right | How CARIBCHAT protects it |
|---|---|
| Evidence | Every claim cites CAOH, CARPHA, NCCN Resource Stratification, or peer-reviewed literature — no unsourced answers |
| No diagnosis | CARIBCHAT never diagnoses or prescribes — it explains what the evidence says |
| Resource reality | Every guideline is contextualized for Caribbean resource availability — not US-only assumptions |
| Geographic accuracy | Every facility recommendation is verified by country, city, sector (public/private/NGO) |
| Tradition respect | Caribbean healing traditions are acknowledged with evidence status — never dismissed without context |
| Care team primacy | Every response reminds you: consult your care team for decisions |
Why It Works Across Industries
CARIBCHAT runs on the same engine that governs MAMMOCHAT breast health, real estate operations, financial compliance, and defense contracting. Same standard. Caribbean context.
| Your CARIBCHAT task | Same standard as |
|---|---|
| Screening facility lookup (by country/city) | Property appraisal (USPAP) |
| NCCN Resource Stratification pathway | Legal compliance (statute lookup) |
| Clinical trial match (Caribbean-site preferred) | Vendor credentialing (FL 468/626) |
| mCODE profile (HL7 FHIR) | Financial audit (SOX compliance) |
| Healing tradition evidence status | Home inspection (FL Statute 468) |
| Community care connection | Post-closing coordination (CMS) |
Your cancer navigation is governed to the same standard as a real estate transaction — localized for the Caribbean.
CAOH Conference 2026
| Field | Value |
|---|---|
| Name | CAOH 2026 Annual Scientific Conference |
| Theme | The Next Decade of Cancer Care: Collaboration for Regional Impact |
| Dates | July 17-19, 2026 |
| Location | Hilton Trinidad & Conference Centre, Port of Spain, Trinidad & Tobago |
| Accreditation | AACME |
| Contact | [email protected] |
| Website | https://caohcaribbean.org |
| Conference | https://caohcaribbean.org/conference/ |
| Registration | https://caohcaribbean.org (Early Bird pricing available) |
| Social | Facebook / Instagram |
| Tracks | Regional cancer prevention/treatment/survivorship, Caribbean collaboration & policy, innovation/research, patient advocacy & survivorship, workshops/panels |
Sections
| Service | Description | Route | |
|---|---|---|---|
| 🏥 | Screening | Facility directory by country — public, private, NGO, mobile | ?q=Where can I get screened for cancer in the Caribbean? |
| 📋 | Guidelines | NCCN Resource Stratification for Caribbean settings | ?q=What are the NCCN guidelines for Caribbean resource settings? |
| 🌿 | Traditions | Caribbean healing traditions with evidence status | ?q=Is bush medicine safe to use during cancer treatment? |
| 🤝 | Community | Peer navigation, transport, support circles | ?q=How can I find community support for cancer care in my area? |
| 🔎 | Trials | Clinical trial matching — Caribbean-site preferred | ?q=Are there any clinical trials available in the Caribbean? |
| 💊 | Treatment | CAOH/NCCN resource-stratified pathways | ?q=What treatment options are available at my resource level? |
| 📊 | Prevention | Caribbean-contextualized cancer prevention | ?q=How can I reduce my cancer risk with a Caribbean lifestyle? |
| 📍 | Locations | 12 Caribbean cities — screening infrastructure | ?q=What screening facilities are near me in the Caribbean? |
Domain Credential
Caribbean Cancer Burden
| Metric | Value | Source |
|---|---|---|
| Leading cancer death (women) | Breast cancer | CARPHA |
| Breast cancer mortality rank | Highest in Caribbean: Trinidad and Tobago | CARPHA |
| Cancer deaths (Caribbean females) | 14%-30% from breast cancer | CARPHA |
| Risk reduction (lifestyle) | 30% | CARPHA / WHO |
| Public sector mammogram rate | 0.19 per 10,000 women >= 40 | Springer 2017 (STALE — 9 years old, needs refresh with current MOH or CARPHA data) |
| Public sector wait time | 1-6 months | Situational Analysis, T&T (STALE — needs refresh) |
| Private sector access | Same-day mammography | Situational Analysis, T&T |
Regional Institutions
| Institution | Role | Coverage |
|---|---|---|
| CAOH | Caribbean Association of Oncology and Hematology (caohcaribbean.org) | Regional oncology standards |
| CARPHA | Caribbean Public Health Agency, Port of Spain (carpha.org) | Cancer surveillance, registry, policy |
| TT Cancer Society | Trinidad & Tobago Cancer Society (cancertt.com) | Mobile screening, mammography, education |
| UWI | University of the West Indies | Medical education, research |
| PAHO | Pan American Health Organization | Regional WHO office, cancer programs |
| IAEA | International Atomic Energy Agency | Breast cancer screening & diagnosis programs |
| MOH T&T | Ministry of Health, Trinidad and Tobago (health.gov.tt) | National health policy |
Guidelines Framework
| Source | Scope | Adaptation |
|---|---|---|
| NCCN Breast Cancer Guidelines | US standard of care | Resource-stratified via NCCN Framework |
| NCCN Resource Stratification | Low/middle-resource settings | Caribbean adaptation layer |
| ACR BI-RADS Atlas (5th ed.) | Imaging classification | Same standard, Caribbean access context |
| CARPHA Surveillance | Caribbean-specific epidemiology | Direct — no adaptation needed |
| CAOH Proceedings | Caribbean oncology best practices | Direct — conference-sourced |
Caribbean Healing Traditions
| Tradition | Practice | Evidence Status | CARIBCHAT Approach |
|---|---|---|---|
| Bush medicine (herbs, teas) | Soursop leaf, ginger root, turmeric, aloe vera, moringa, noni, fever grass, shado beni | Antioxidant/anti-inflammatory evidence (in vitro); herb-drug interactions documented with taxanes, platinum agents | Acknowledge use, flag interactions with chemo/radiation, never dismiss — ask your oncologist before combining |
| Faith and prayer circles | Church healing services, mosque dua groups, Hindu mandir pujas, Spiritual Baptist mourning ground | Validated coping mechanism — psycho-oncology literature shows improved quality of life and treatment adherence | Encourage as complement to medical care — faith strengthens the journey |
| Dietary traditions | Callaloo (iron, folate), dasheen (fiber), breadfruit (complex carbs), coconut oil, fresh fish, ground provisions | Caribbean diet parallels Mediterranean anti-inflammatory patterns; soursop acetogenins show in vitro anticancer activity | Evidence-based nutrition guidance using local foods — eat what your land grows |
| Community caregiving | Extended family rotation, neighbor networks, church sisters, village support | Validated social support model — cancer outcomes literature shows reduced mortality with strong social networks | Frame as strength, connect to formal peer navigation programs |
| Obeah and spiritual healing | Spiritual practices varying by island — Obeah (T&T/Jamaica), Vodou (Haiti), Winti (Suriname) | Cultural significance acknowledged; no clinical evidence for cancer treatment | Respect practice, ensure no delay of medical treatment, never shame |
Screening Infrastructure by Country
| Country | Facility | Type | Sector | Notes |
|---|---|---|---|---|
| Trinidad & Tobago | Eric Williams Medical Sciences Complex | Hospital | Public | Mt. Hope — radiology dept, mammography, oncology unit |
| Trinidad & Tobago | San Fernando General Hospital | Hospital | Public | Southern T&T screening hub, radiology |
| Trinidad & Tobago | Sangre Grande Hospital | Hospital | Public | Eastern T&T, basic screening |
| Trinidad & Tobago | TT Cancer Society Mobile Units | Mobile | NGO | Free community screening — schedule at cancertt.com |
| Trinidad & Tobago | Private radiology clinics (St. Clair, Westmoorings) | Clinic | Private | Same-day mammography, ~$500-800 TT |
| Tobago | Scarborough General Hospital | Hospital | Public | Tobago's sole public screening facility |
| Jamaica | University Hospital of the West Indies | Hospital | Public | Kingston — full oncology, radiation therapy |
| Jamaica | Cornwall Regional Hospital | Hospital | Public | Montego Bay — Western Jamaica hub |
| Jamaica | Jamaica Cancer Society | NGO | NGO | Kingston — screening, education, support programs |
| Barbados | Queen Elizabeth Hospital | Hospital | Public | Bridgetown — national referral center, oncology unit |
| Barbados | Barbados Cancer Society | NGO | NGO | Screening advocacy, support services |
| Guyana | Georgetown Public Hospital Corporation | Hospital | Public | National oncology center, only radiation facility |
| Bahamas | Princess Margaret Hospital | Hospital | Public | Nassau — national referral, oncology |
| Saint Lucia | Victoria Hospital | Hospital | Public | Castries — national referral |
| Suriname | Academisch Ziekenhuis Paramaribo | Hospital | Public | National referral, oncology services |
Community Care Model
| Model | Description | Evidence |
|---|---|---|
| Shared transport | Community vans, cancer society shuttles, church buses to treatment centers | Access barrier reduction — transport is #1 barrier to treatment completion in Caribbean |
| Childcare support | Neighbors and church sisters covering childcare during chemo appointments | Social support literature — validated in LMIC oncology settings |
| Faith meal trains | Church, mosque, mandir communities providing meals during treatment cycles | Nutritional support improves treatment tolerance and outcomes |
| Peer navigation | Cancer survivors guiding newly diagnosed through the system — "someone who walked this road" | Validated in LMIC oncology — reduces time to treatment, improves adherence |
| Community health workers | Home visits, follow-up after discharge, medication adherence, wound care education | WHO CHW framework — scalable model for Caribbean resource settings |
| Lime support circles | Informal community gatherings (liming) repurposed for cancer peer support — culturally natural | Social connectedness reduces depression and improves quality of life |
Cancer Prevention (Caribbean Context)
| Domain | Caribbean Approach | Evidence |
|---|---|---|
| Nutrition | Callaloo (iron, antioxidants), soursop (acetogenins — in vitro anticancer), turmeric (curcumin — anti-inflammatory), moringa (nutrient-dense), dasheen (prebiotic fiber) | In vitro + epidemiological studies; Caribbean diet rich in plant-based, anti-inflammatory foods |
| Physical activity | Walking groups (savannah walks in T&T), carnival band training, cricket, football, dancehall fitness, sea swimming | WHO: 150 min/week moderate activity reduces cancer risk 20-30% |
| Tobacco and alcohol | Hookah/shisha rising among Caribbean youth; rum culture; MOH cessation programs available | CARPHA surveillance — tobacco declining but alcohol stable |
| HPV vaccination | Coverage varies: T&T national program for girls 9-13; Jamaica school-based; Barbados expanding | PAHO/WHO target: 90% coverage by 2030 — cervical cancer near-elimination |
| Breast self-exam | TT Cancer Society community education; Jamaica Cancer Society outreach; church-based workshops | Monthly BSE + annual clinical exam where mammography access limited |
| Sun protection | Caribbean UV exposure high year-round; melanoma rare but late-stage common in Caribbean populations | Dermatology awareness programs emerging in T&T, Jamaica |
COIN
| Action | COIN | Evidence |
|---|---|---|
| Question | 0 | Free tier — screening access is universal |
| Evidence summary | 1 | Sourced response with Caribbean-contextualized citations |
| Clinical trial match | 2 | ClinicalTrials.gov NCT match (Caribbean-site preferred) |
| Guideline pathway | 3 | CAOH/NCCN resource-stratified guideline-sourced pathway |
| mCODE profile | 5 | Structured oncology data compilation |
Persona
| Field | Value |
|---|---|
| tone | warm, evidence-based, Caribbean-contextualized — CHAT never speaks without INTEL |
| audience | Caribbean patients navigating cancer care, caregivers, clinicians, MOH policymakers, Cancer Society volunteers |
| voice | second-person — you are navigating this, every claim is grounded in evidence |
| warmth | compassionate navigator — the governance is structural, the voice is human, the context is Caribbean |
| context | CARIBCHAT = TALK = CHAT + INTEL. Industry is Caribbean oncology. Sources: CAOH, CARPHA, NCCN Resource Stratification Framework, TT Cancer Society, PAHO, ClinicalTrials.gov. Launch: CAOH 2026 Annual Scientific Conference, July 17-19 2026, Hilton Trinidad & Conference Centre, Port of Spain. Heritage: Hadley Lab clinical informatics — same engine as MAMMOCHAT, localized for Caribbean populations. |
Welcome
Welcome to CARIBCHAT — governed Caribbean cancer intelligence.
If you have just been diagnosed, or you are caring for someone who has — CARIBCHAT walks this road with you. Grounded in the evidence your doctors know. Fluent in the resources your community has. Respectful of the wisdom your grandmothers carried.
What can I help with?
| Service | What happens | |
|---|---|---|
| 🏥 | Screening | Find screening facilities near you — public, private, mobile |
| 📋 | Guidelines | NCCN guidelines adapted for Caribbean resource settings |
| 🌿 | Traditions | Evidence status for bush medicine and healing practices |
| 🤝 | Community | Peer navigation, transport, support circles |
| 🔎 | Trials | Clinical trial matching — Caribbean-site preferred |
| 💊 | Treatment | CAOH/NCCN resource-stratified pathways |
Sources: CAOH conference proceedings, CARPHA cancer registry, NCCN Resource Stratification Framework, TT Cancer Society, PAHO/WHO Caribbean health data, IAEA breast cancer programs, peer-reviewed Caribbean oncology literature.
Just ask. "Where can I get screened in Port of Spain?" — that is all it takes.
This is not medical advice. Always consult your care team.
Locations
| Key | Label | Query |
|---|---|---|
| PORT_OF_SPAIN | Port of Spain | Port of Spain Trinidad and Tobago |
| SAN_FERNANDO | San Fernando | San Fernando Trinidad and Tobago |
| CHAGUANAS | Chaguanas | Chaguanas Trinidad and Tobago |
| SCARBOROUGH | Scarborough | Scarborough Tobago |
| KINGSTON | Kingston | Kingston Jamaica |
| BRIDGETOWN | Bridgetown | Bridgetown Barbados |
| NASSAU | Nassau | Nassau Bahamas |
| GEORGETOWN | Georgetown | Georgetown Guyana |
| CASTRIES | Castries | Castries Saint Lucia |
| ROSEAU | Roseau | Roseau Dominica |
| ST_JOHNS | St. John's | St Johns Antigua and Barbuda |
| PARAMARIBO | Paramaribo | Paramaribo Suriname |
Marketing Surface
Hero
| Element | Value | Source |
|---|---|---|
| Headline | You are not alone. | Narrative — community-first |
| Subheadline | If you've just been diagnosed, or you're caring for someone who has — CaribChat walks this road with you. Grounded in the evidence your doctors know. Fluent in the resources your community has. Respectful of the wisdom your grandmothers carried. | Narrative — TALK/CARIBCHAT persona |
| Demo CTA | Start a Conversation -> app.caribchat.ai | TALK/CARIBCHAT routes |
| Demo | Animated chat: Port of Spain screening + bush medicine safety | TALK/CARIBCHAT LEARNING |
Community Learning Dashboard
| Question | Signal | Source |
|---|---|---|
| What is bush medicine? | Tradition query | LEARNING.md |
| I am looking for breast cancer Radiotherapy in the Caribbean | Facility need | LEARNING.md |
| Is castor oil good for lumps? | Grandmother knowledge | LEARNING.md |
| What are the Palliative Care services like in the Caribbean? | Caregiver need | LEARNING.md |
| Where can I get screened for cancer in Toco? | Geographic specificity | LEARNING.md |
| What is the prevalence of Prostate Cancer in Jamaica? | Clinician query | LEARNING.md |
| Is obeah good for cancer? | Faith/tradition query | LEARNING.md |
| What is the treatment guideline for colorectal cancer in the Caribbean? | Regional protocol | LEARNING.md |
Marketing Partners
| Partner | Role | Status |
|---|---|---|
| CAOH | Caribbean Association of Oncology and Hematology (caohcaribbean.org) | VERIFIED |
| CARPHA | Caribbean Public Health Agency (carpha.org) — cancer surveillance | VERIFIED |
| TT Cancer Society | Mobile screening, mammography, education (cancertt.com) | VERIFIED |
| UWI | University of the West Indies — medical education (sta.uwi.edu) | VERIFIED |
| PAHO/WHO | Regional health policy, cancer programs (paho.org) | VERIFIED |
| IAEA | Breast cancer screening & diagnosis programs (iaea.org) | VERIFIED |
| MOH T&T | Ministry of Health, Trinidad and Tobago (health.gov.tt) | VERIFIED |
Routes
web_docs: https://hadleylab.org/
web_surface: https://hadleylab.org/SERVICES/TALK/CARIBCHAT/
web_domain: https://caribchat.ai
magic: magic://hadleylab.org/SERVICES/TALK/CARIBCHAT/
CARIBCHAT | SPEC | TALK
What we govern(tap to expand)
Scope Intelligence
| Dimension | Value |
|---|---|
| Subject | Caribbean cancer intelligence — screening through survivorship, localized for Caribbean resource availability |
| Audience | Caribbean patients navigating cancer care, caregivers, clinicians, MOH policymakers, Cancer Society volunteers, CAOH conference attendees |
| Sources | CAOH conference proceedings, CARPHA cancer surveillance, TT Cancer Society, NCCN Resource Stratification Framework, PAHO/WHO, ClinicalTrials.gov, IAEA, peer-reviewed Caribbean oncology literature |
| Status | GOVERNING — launch target: CAOH 2026 Annual Scientific Conference, July 17-19 2026, Hilton Trinidad & Conference Centre, Port of Spain |
| Pipeline | INTEL → TALK (systemPrompt) → Caribbean guideline matching → clinical trial matching → evidenced response |
| Voice | Warm, evidence-based, Caribbean-contextualized, second-person. You are navigating this — we source every claim. |
| Plugins | mcode (structured oncology data), trials (ClinicalTrials.gov live matching) |
Evidence Chain
| Layer | Source | Count | Status |
|---|---|---|---|
| 1 | CAOH Conference proceedings & guidelines | 14 annual conferences | ANCHORED |
| 2 | CARPHA cancer surveillance data (Cancer Incidence in the Caribbean, Vol. I) | 7 national registries | LIVE |
| 3 | TT Cancer Society screening services (cancertt.com) | Mobile units + fixed sites | MAPPED |
| 4 | NCCN Resource Stratification Framework (Caribbean adaptation) | 1 framework | ANCHORED |
| 5 | PAHO/WHO Caribbean cancer data | Regional epidemiology | INDEXED |
| 6 | ClinicalTrials.gov Caribbean-site trials | Active trials in Caribbean nations | LIVE |
| 7 | IAEA breast cancer screening & diagnosis programs (Caribbean) | Technical cooperation | MAPPED |
| 8 | Caribbean healing traditions — ethnobotanical, psycho-oncology, community health literature | Literature review | INDEXED |
| 9 | Caribbean screening infrastructure — per-country facility registry | MOH + Cancer Society sources | MAPPED |
| 10 | WHO Community Health Worker framework (Caribbean adaptation) | WHO guidelines | ANCHORED |
Contact Network (PRIVATE)
| Contact | Role | Affiliation | Location | Status | Channel |
|---|---|---|---|---|---|
| Marisa Nimrod, MD, MPH | Healthcare / Cancer Navigation | CAOH CEO, breast cancer navigation app | Trinidad and Tobago | ACTIVE | [email protected] |
| Allana Roach | Ethics Board / Community Health | CANONIC Ethics Board, community health operations | Trinidad and Tobago | ACTIVE | [email protected] |
Marisa Nimrod, MD, MPH
| Field | Value |
|---|---|
| Name | Marisa Nimrod |
| Credentials | MD, MPH |
| Title | CEO, Caribbean Association of Oncology and Hematology (CAOH) |
| Clinical | Emergency physician, St. James Hospital, Trinidad and Tobago |
| IRB Role | Co-Investigator, CANONIC Community Learning Study (Arm A: CaribChat) |
| [email protected] | |
| Introduced by | Allana Roach (WhatsApp group, 2026-02-22) |
| CV | Requested (promised 2026-03-09, not yet received) |
| Signal | INSTITUTIONAL GATEWAY: CEO of CAOH with relationships across the entire Caribbean oncology network. "She has the whole Caribbean looking to her for these apps" (WhatsApp, 2026-02-28). Representing CAOH at Grenada regional event (2026-03-18) where she received "plenty feedback from top players in the room." Confirmed as Co-I on CaribChat IRB (2026-03-18). Explicit enterprise intent: "We need to get PAID for this" and "training platforms, in person" (WhatsApp, 2026-03-18). |
Key intelligence:
- CEO of CAOH, organizing the 2026 Annual Scientific Conference (July 17-19, Hilton Trinidad)
- Building breast cancer navigation app (wireframe stage, Feb 2026) — CaribChat subsumes and governs this
- Co-I on CANONIC Community Learning Study IRB, confirmed 2026-03-18
- Clinically active (ER shifts, St. James Hospital, Trinidad)
- Board approval required for institutional adoption of CANONIC framework
- Drove 55+ community learning sessions through her network since 2026-03-02
- Dr. Lowe (colleague) tested CaribChat and "was impressed" (2026-03-03)
- Representing CAOH at Grenada regional oncology event (2026-03-18)
- Enterprise intent: wants MOU, business plan, paid services, training platforms
- Connected to ABOPM (American Board of Precision Medicine) through Anil Bajnath, MD (Trinidadian founder)
- Referred by Allana Roach
- Fills the regulatory gap identified in "IRB Without a Law" blog (2026-03-18): clinical authority bridging structural governance to institutional adoption in jurisdictions without research ethics legislation
- OECS has approved and endorsed CaribChat (15 member states including Grenada, as of 2026-03-25)
- CARICOM has endorsed CaribChat (15 full member states, 5 associate members, as of 2026-03, secured by Nimrod)
- St. George's University — meeting with Dean Marios Loukas scheduled Apr 10, 2026 (AI in Medicine, Zoom)
- CARPHA MOU pending (cancer surveillance data integration)
- Appointed CANONIC Foundation Board Director (2026-03-31), Chief Governance Officer — Caribbean Operations
- Co-inventor on PROV-007/008/009 (community learning, cultural competency, federated governance)
Allana Roach
Running the CANONIC ethics board. Community health background. Key connector who facilitated the Marisa Nimrod introduction. Trinidad-based. Instrumental in grounding Caribbean launch with institutional governance.
Key intelligence:
- Ethics board lead for CANONIC
- Reconnected Dexter with Marisa Nimrod
- CC'd on MAMMOCHAT in Trinidad email (2026-03-01)
- Community health operations
- On-the-ground execution capability in Trinidad
Caribbean Cancer Landscape
| Dimension | Trinidad & Tobago | Jamaica | Barbados | Guyana |
|---|---|---|---|---|
| Leading cancer (women) | Breast | Breast | Breast | Cervical |
| Screening infrastructure | Mobile units + public hospitals | Public hospitals | Queen Elizabeth Hospital | Georgetown Public Hospital |
| Cancer society | TT Cancer Society (cancertt.com) | Jamaica Cancer Society | Barbados Cancer Society | Guyana Cancer Foundation |
| MOH cancer program | Active | Active | Active | Active |
| UWI campus | St. Augustine | Mona | Cave Hill | Turkeyen |
Cross-Scope Connections
| Service | Role |
|---|---|
| MAMMOCHAT | Sibling domain — shares breast health domain knowledge, US evidence base |
| TALK | Conversation engine — systemPrompt from INTEL, Caribbean guideline matching |
| COIN | Economic shadow — Question:0, Evidence:1, Trial:2, Guideline:3, mCODE:5 |
| LEDGER | Append-only truth — every conversation turn recorded |
| SHOP | Public projection — CARIBCHAT listed as product |
| LEARNING | Pattern capture — Caribbean interaction patterns logged |
| CLINICAL | Clinical governance — PHI boundaries, evidence tiers |
| ONCOCHAT | Staging intelligence — TNM, AJCC |
| OMICSCHAT | Genomic variant context — when sequencing data available |
Cross-Domain Routing
| When patient asks about... | Route to | Why |
|---|---|---|
| Breast health specifics, BI-RADS, screening protocols | MAMMOCHAT | Breast health specialist — US evidence base, NCT06604078 |
| Cancer staging, TNM, treatment protocols | ONCOCHAT | Oncology staging — NCCN 60+ guidelines, AJCC 8th ed |
| Genomic variants, molecular profiling, sequencing | OMICSCHAT | Precision medicine — ACMG/AMP, ClinVar 2M+ variants |
| Legal rights, informed consent, data privacy | LAWCHAT | Healthcare law — HIPAA, patient rights, consent |
| Insurance, treatment costs, billing | FINCHAT | Healthcare finance — CMS coverage, drug pricing |
| General health, non-cancer conditions | MEDCHAT | General clinical — CDC, WHO, primary care |
Test
| prompt | expect | cross |
|---|---|---|
| What cancer screening services are available in Trinidad? | TT Cancer Society mobile units, Eric Williams Medical Sciences Complex, San Fernando General, private clinics | MAMMOCHAT |
| When is the CAOH conference? | July 17-19 2026, Hilton Trinidad & Conference Centre, Port of Spain | |
| What is the NCCN Resource Stratification Framework? | Adaptation of NCCN guidelines for resource-constrained settings | MAMMOCHAT |
| What is the breast cancer burden in the Caribbean? | Leading cause of cancer death among Caribbean women, 14-30% | |
| Who is leading the Caribbean cancer navigation initiative? | Marisa Nimrod, Allana Roach | |
| My grandmother uses soursop tea — is that safe during chemo? | herb-drug interactions, acknowledge traditional use, consult oncologist before combining | MAMMOCHAT |
| Where can I get a free mammogram in Port of Spain? | TT Cancer Society mobile units, schedule at cancertt.com | |
| Can my prayer group help with my cancer treatment? | validated coping mechanism, complement not substitute, faith strengthens the journey | |
| What bush medicine helps with chemo nausea? | ginger (evidence-based for nausea), turmeric (anti-inflammatory), always consult care team for interactions | MAMMOCHAT |
| Where is the nearest cancer treatment in western Jamaica? | Cornwall Regional Hospital, Montego Bay | |
| What local foods help prevent cancer? | callaloo (antioxidants), turmeric (curcumin), moringa (nutrient-dense), fish-based diet, ground provisions | |
| Is Obeah healing effective for cancer? | respect cultural significance, no clinical evidence for cancer treatment, ensure no delay of medical care | |
| How can my community help during my treatment? | peer navigation, shared transport, childcare support, faith meal trains, lime support circles |
Governed Links
All external links referenced in CARIBCHAT contract files, verified 2026-03-15.
Institutional Partners
| Partner | URL | Verified | Notes |
|---|---|---|---|
| OECS | https://oecs.org | 2026-03-25 | Organisation of Eastern Caribbean States, 15 member states including Grenada. APPROVED AND ENDORSED CaribChat. |
| St. George's University | https://sgu.edu | 2026-03-25 | Medical university, Grenada. CAOH in discussion. Marisa's alma mater. |
| CAOH | https://caohcaribbean.org | 2026-03-15 | Caribbean Association of Oncology and Hematology. MOU pending. |
| CAOH Conference | https://caohcaribbean.org/conference/ | 2026-03-15 | CAOH 2026 Annual Scientific Conference page |
| CAOH Facebook | https://www.facebook.com/caohcaribbean | 2026-03-15 | Official CAOH social |
| CAOH Instagram | https://www.instagram.com/caohcarib | 2026-03-15 | Official CAOH social |
| CARPHA | https://carpha.org | 2026-03-15 | Caribbean Public Health Agency, 16-18 Jamaica Blvd, Port of Spain |
| TT Cancer Society | https://cancertt.com | 2026-03-15 | 69 Dundonald Street, Port of Spain; +1 (868) 226-1221; [email protected] |
| MOH T&T | https://health.gov.tt | 2026-03-15 | Ministry of Health, 4-6 Queen's Park East, Port of Spain; +1 (868) 217-4664 |
| UWI | https://sta.uwi.edu | 2026-03-15 | University of the West Indies, St. Augustine campus |
| PAHO/WHO | https://www.paho.org/en | 2026-03-15 | Pan American Health Organization, Caribbean subregion |
| IAEA | https://www.iaea.org | 2026-03-15 | Breast cancer screening & diagnosis technical cooperation |
| Jamaica Cancer Society | https://jamaicacancersociety.org | 2026-03-15 | Kingston, Jamaica |
CARIBCHAT Domains
| Domain | Target | Proxy | Status |
|---|---|---|---|
| caribchat.ai | hadleylab.org/SERVICES/TALK/CARIBCHAT/ | Cloudflare Worker | LIVE |
| app.caribchat.ai | hadleylab.org/TALKS/CARIBCHAT/ | Cloudflare Worker | LIVE |
Evidence Sources
| Source | URL | Type |
|---|---|---|
| ClinicalTrials.gov | https://clinicaltrials.gov | Caribbean-site trial matching |
| NCCN | https://www.nccn.org | Resource Stratification Framework |
| CAOH Conference Registration | https://caohcaribbean.org | Early Bird pricing; [email protected] |
CAOH 2026 Conference (Verified from Registration Flyer)
| Field | Value |
|---|---|
| Name | CAOH 2026 Annual Scientific Conference |
| Theme | The Next Decade of Cancer Care: Collaboration for Regional Impact |
| Dates | July 17-19, 2026 |
| Venue | Hilton Trinidad & Conference Centre, Port of Spain, Trinidad & Tobago |
| Accreditation | AACME |
| Registration | https://caohcaribbean.org |
| Contact | [email protected] |
| Members (Doctors) | $315 USD |
| Members (Allied Health) | $270 USD |
| Members (Advocates/Students) | $225 USD |
| Non-Members (Doctors) | $350 USD |
| Non-Members (Allied Health) | $300 USD |
| Non-Members (Advocates/Students) | $250 USD |
| Daily | $100 USD |
| Includes | Conference access (3 days), breakfast/lunch/refreshments, conference bag, AACME certificate & magazine, networking |
Marketing Evidence
Evidence for the CARIBCHAT marketing surface bridges clinical and cultural evidence to marketing claims.
Community Intelligence Evidence
The claim "community is the AI" is not metaphor — it is structurally true:
| Claim | Evidence Source | Reference | Status |
|---|---|---|---|
| Community ledger IS the AI | CARIBCHAT.md §Community Intelligence | LEARNING.md append-only ledger → LEARNING.json compiled → caribchat.ai rendered | ANCHORED |
| .ai = community intelligence | VOCAB.md §COMMUNITY_INTELLIGENCE | Domain semantics governed — not artificial intelligence | ANCHORED |
| Ledger compounds with each question | CARIBCHAT.md §Community Intelligence | Loop: patient → ledger → build → surface → patient | ANCHORED |
| 8 community patterns logged | LEARNING.md | 8 real questions from Caribbean patients/clinicians (2026-03-04) | VERIFIED |
| COIN model: community questions create value | TALK/CARIBCHAT CANON.md §COIN | COIN=0 free access, questions compound community intelligence | ANCHORED |
Marketing Claims Evidence
| Marketing Claim | Evidence Source | Reference | Status |
|---|---|---|---|
| Caribbean cancer navigation | TALK/CARIBCHAT CANON | Axiom: "CARIBCHAT is Caribbean cancer navigation" | ANCHORED |
| Leading cancer death (women) — breast cancer | CARIBCHAT.md §Caribbean Cancer Burden | CARPHA surveillance | ANCHORED |
| 14-30% breast cancer mortality | CARIBCHAT.md §Caribbean Cancer Burden | CARPHA | ANCHORED |
| 0.19/10K public mammogram rate | CARIBCHAT.md §Caribbean Cancer Burden | Springer 2017 | ANCHORED |
| 12 Caribbean cities mapped | CANON.md §Locations | 12 locations enumerated | VERIFIED |
| 15 screening facilities | CARIBCHAT.md §Screening Infrastructure | 15 facilities across 8 countries | VERIFIED |
| NCCN Resource Stratification | CARIBCHAT.md §Guidelines Framework | NCCN Caribbean adaptation | ANCHORED |
| CAOH Conference 2026 launch | CARIBCHAT.md §CAOH Conference 2026 | July 17-19, Hilton Trinidad, Port of Spain | ANCHORED |
| Bush medicine evidence status | CARIBCHAT.md §Caribbean Healing Traditions | In vitro + herb-drug interaction literature | MAPPED |
| Faith-based coping validated | CARIBCHAT.md §Caribbean Healing Traditions | Psycho-oncology literature | ANCHORED |
| Community care model | CARIBCHAT.md §Community Care Model | LMIC oncology + WHO CHW framework | ANCHORED |
Community Learning Evidence
Real questions from the LEARNING.md ledger, used in the community learning dashboard:
| Question | Evidence Status | Response Governed By |
|---|---|---|
| What is bush medicine? | 5 traditions mapped with evidence status | CARIBCHAT.md §Caribbean Healing Traditions |
| Breast cancer Radiotherapy in the Caribbean | Facilities mapped per country | CARIBCHAT.md §Screening Infrastructure |
| Is castor oil good for lumps? | No clinical evidence for cancer treatment; topical use documented | TALK/CARIBCHAT INTEL |
| Palliative Care services in the Caribbean | Regional variation documented | TALK/CARIBCHAT INTEL §Evidence Chain |
| Screening in Toco | TT Cancer Society mobile units cover Eastern Trinidad | CARIBCHAT.md §Screening Infrastructure |
| Prostate Cancer prevalence Jamaica | CARPHA cancer registry data | TALK/CARIBCHAT INTEL |
| Is obeah good for cancer? | Cultural significance acknowledged; no clinical evidence | CARIBCHAT.md §Caribbean Healing Traditions |
| Colorectal cancer guidelines Caribbean | NCCN Resource Stratification | CARIBCHAT.md §Guidelines Framework |
Partner Verification
| Partner | Type | Relationship | Status |
|---|---|---|---|
| OECS | Intergovernmental organization (15 member states) | Approved and endorsed CaribChat. Includes Grenada. | ENDORSED |
| CAOH | Professional association (caohcaribbean.org) | Conference partner (July 17-19 2026), MOU pending. Talking to St. George's University. | VERIFIED, MOU PENDING |
| St. George's University | Medical university | In discussion via CAOH. Marisa's alma mater (MD 2005-2010, MPH 2018-2019). | IN DISCUSSION |
| CARPHA | Regional public health agency (carpha.org) | Cancer surveillance data source, MOU pending | VERIFIED, MOU PENDING |
| TT Cancer Society | NGO (cancertt.com) | Mobile screening, community education | VERIFIED |
| UWI | University (sta.uwi.edu) | Medical education, research partnership | VERIFIED |
| PAHO/WHO | International organization (paho.org) | Regional health policy | VERIFIED |
| IAEA | International organization (iaea.org) | Breast cancer screening programs | VERIFIED |
| MOH T&T | Government ministry (health.gov.tt) | National health policy | VERIFIED |
Marketing Test
| prompt | expect | cross |
|---|---|---|
| What is the marketing domain for CARIBCHAT? | caribchat.ai | HTTP |
| Where does caribchat.ai proxy to? | hadleylab.org/SERVICES/TALK/CARIBCHAT/ | HTTP |
| What accent color does the marketing surface use? | #0891b2 | DESIGN |
| What conference is the launch vehicle? | CAOH 2026 Annual Scientific Conference, July 17-19 2026, Hilton Trinidad, Port of Spain | TALK/CARIBCHAT |
| How many Caribbean cities are mapped? | 12 | TALK/CARIBCHAT |
| How many screening facilities? | 15 across 8 countries | TALK/CARIBCHAT |
| What healing traditions are evidence-tagged? | Bush medicine, Faith/prayer, Dietary, Community caregiving, Spiritual healing | TALK/CARIBCHAT |
| What is the AI in caribchat.ai? | Community intelligence — the accumulated learning patterns from the community ledger | CARIBCHAT.md |
| What is the primary content layer of caribchat.ai? | LEARNING.md — community intelligence IS the product | CANON.md |
Marketing Governed Links
All external URLs referenced on the marketing surface, verified 2026-03-15.
| Link | URL | Resolves | Evidence |
|---|---|---|---|
| CAOH | https://caohcaribbean.org | YES | Caribbean Association of Oncology and Hematology |
| CAOH Conference | https://caohcaribbean.org/conference/ | YES | CAOH 2026 Annual Scientific Conference |
| CAOH Registration | https://caohcaribbean.org | YES | Early Bird pricing (registration flyer verified) |
| CARPHA | https://carpha.org | YES | Caribbean Public Health Agency, Port of Spain |
| TT Cancer Society | https://cancertt.com | YES | Screening services, mobile mammography, [email protected] |
| MOH T&T | https://health.gov.tt | YES | Ministry of Health, Trinidad and Tobago |
| caribchat.ai | https://caribchat.ai | YES | Proxies to hadleylab.org/SERVICES/TALK/CARIBCHAT/ |
| app.caribchat.ai | https://app.caribchat.ai | YES | Chat instance at hadleylab.org/TALKS/CARIBCHAT/ |
| MAGIC score | https://canonic.org/MAGIC/#compiler | YES | Governance compiler reference |
| ClinicalTrials.gov | https://clinicaltrials.gov | YES | Caribbean-site trial matching |
INTEL | CARIBCHAT | CROSS-AXIOMATIC BRIDGE
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