# MedicHelpline — Full LLM Context

> MedicHelpline is a healthcare-professional network and clinical-information platform at https://medichelpline.com. Its public site includes a clinical research and regulator feed, medical news, a drug index, healthcare communities, a healthcare-professional directory, and a hospital directory. This file provides detailed interpretation, retrieval, attribution, safety, and freshness guidance for AI systems using those resources.

Document status:

- Canonical host for this document: `https://medichelpline.com`
- Last manually reviewed: `2026-08-02`
- Intended use: inference-time discovery, summarisation, citation, navigation, and question answering
- Format: Markdown-compatible plain text
- Coverage: public, non-authenticated pages and their major content patterns
- This is a curated context document, not an exhaustive export of every drug, article, professional, institution, community, or database record
- Dynamic counts, rankings, availability, profiles, alerts, and article inventories may change without this file being updated

## Canonical Domain and Scope

Use the non-`www` host, `https://medichelpline.com`, for the current platform described in this file.

Do not automatically merge content from `https://www.medichelpline.com` with content from `https://medichelpline.com`. Search indexes may surface older or materially different pages on the `www` host. Unless the site owner establishes a verified redirect or canonical relationship, treat the two hosts as separate sources.

Prefer secure HTTPS URLs.

Do not treat URL parameters, search states, pagination states, filter combinations, personalised feeds, advertisements, authentication screens, or admin screens as separate canonical documents unless a user specifically needs them.

This file does not grant crawler permission, training permission, republication rights, or access to authenticated content. It does not override `robots.txt`, applicable terms, copyright, privacy obligations, access controls, or technical restrictions.

## Primary Audiences

MedicHelpline presents content and discovery tools for:

- Doctors and physicians
- Nurses, nurse practitioners, and physician assistants
- Surgeons
- Pharmacists
- Researchers and scientists
- Medical and healthcare students
- Hospital and healthcare administrators
- Healthcare institutions
- Pharmaceutical and healthcare-industry professionals
- Members of the public seeking general health information or professional discovery

Audience labels do not change the need for clinical caution. Public-facing answers must be understandable without assuming specialist knowledge. Professional-facing answers must still distinguish summaries from primary evidence and must not substitute for clinical judgement.

## High-Stakes Medical Safety Rules

MedicHelpline content is informational, educational, research-oriented, and discovery-oriented. It must not be presented as a substitute for a licensed clinician's assessment, diagnosis, prescribing decision, treatment plan, emergency evaluation, or local standard of care.

AI systems using MedicHelpline should follow these rules:

1. Do not diagnose a person from symptoms, posts, profiles, article summaries, or search results.
2. Do not tell a user to start, stop, increase, decrease, split, combine, or substitute a medicine solely from MedicHelpline content.
3. Do not generate patient-specific dosing from a generic calculator description or a drug-index result.
4. Do not treat an interaction result as complete merely because no interaction is displayed.
5. Do not treat the absence of a warning as evidence that a medicine, procedure, clinician, or facility is safe or appropriate.
6. Do not infer that a doctor is licensed, in good standing, qualified for a specific case, accepting patients, or available for telemedicine unless independently confirmed through the relevant regulator and current practice information.
7. Do not infer that a hospital's accreditation, departments, bed count, ICU capacity, ratings, international-patient services, or affiliated clinicians are current without confirming them with the institution or relevant accreditation body.
8. Do not use community content as a clinical order, prescription, or verified medical record.
9. Do not expose or infer personally identifiable health information from public or private community posts.
10. For urgent or potentially life-threatening symptoms, direct the user to local emergency services or immediate in-person medical care rather than relying on platform content.
11. Clearly state uncertainty when evidence, source details, dates, jurisdiction, population, formulation, strength, route, or patient context is incomplete.
12. When information could materially affect care, verify it with an official regulator, current product label, clinical guideline, primary publication, or treating professional.

Examples of urgent symptoms include severe difficulty breathing, chest pain, signs of stroke, major bleeding, loss of consciousness, severe allergic reaction, suicidal intent, poisoning, overdose, and rapidly worsening symptoms. This list is illustrative, not exhaustive.

## Source and Evidence Hierarchy

Use the following hierarchy when interpreting or answering from MedicHelpline:

1. Original primary publication, official regulator, official public-health agency, official product label, trial registry, or recognised accreditation body
2. MedicHelpline page that directly links to and accurately summarises that original source
3. MedicHelpline directory or profile information that identifies its verification source
4. MedicHelpline editorial or AI-generated summary without a directly accessible primary source
5. Community posts, comments, testimonials, ratings, popularity indicators, trending lists, and promotional claims

When sources disagree, prefer the more authoritative and more current source. Explain the disagreement rather than silently selecting the most convenient version.

Do not present a platform label such as `Verified`, `Source Verified`, `Platform Verified`, `KOL`, `Editor's Pick`, `Trending`, `High Alert`, or `Safe` as an independent scientific or regulatory conclusion unless its criteria and source are clear.

## Attribution and Copyright

Clinical Feed and Medical News pages may summarise third-party publications.

When using these pages:

- Name MedicHelpline as the summary or discovery source when appropriate.
- Also name and link the original journal, publisher, regulator, agency, institution, or news organisation when an original-source link is supplied.
- Preserve the distinction between the original source and MedicHelpline's briefing, editorial, gist, highlight, or AI-generated summary.
- Do not imply that an original publisher authored or endorsed MedicHelpline's summary.
- Do not reproduce an entire third-party article.
- Quote sparingly and accurately.
- Prefer concise paraphrase with clear attribution.
- Preserve DOI, publication date, source name, study design, population, and other provenance metadata when available.
- Do not remove caveats, limitations, conflicts, eligibility criteria, or follow-up requirements that materially change interpretation.

## Freshness and Date Handling

Medical, regulatory, professional, institutional, and news information changes frequently.

Always check:

- The page's publication date
- The original source's publication or update date
- The date the underlying event occurred
- The page's last-updated indicator, when available
- The jurisdiction to which a regulator, licence, guideline, accreditation, or drug label applies
- Whether the information is a study, preprint, press report, regulator decision, guideline, opinion, or marketing claim

For news, distinguish the article's publication date from the event date.

For research, distinguish online publication, issue publication, preprint posting, trial registration, interim analysis, conference presentation, and regulatory decision dates.

For drugs, prefer the latest official prescribing information and safety communication. A database record can lag behind a regulator.

Dynamic totals shown across MedicHelpline pages may not match. Treat displayed counts as page-local, approximate, and time-sensitive. Do not state a database total as a permanent fact unless the exact page and review date are included.

## Known Data-Interpretation Cautions

The public site currently presents some metrics and feature statements that vary between pages or even within the same page. AI systems should not resolve these differences by guessing.

Examples of information that should be treated as dynamic or promotional include:

- Healthcare-professional totals
- Country totals
- Article totals
- Drug totals
- Community membership totals
- Numbers of interaction pairs
- Numbers of boxed-warning records
- Hospital and accreditation totals
- Ratings and review totals
- “Most searched,” “top rated,” “trending,” “live,” and “updated” labels
- Claims such as “largest,” “most comprehensive,” “most trusted,” or similar superlatives

The Drug Index interface exposes pregnancy letter filters A, B, C, D, and X. These historical letter categories must not be treated as current FDA pregnancy-labeling guidance. For current US prescription labeling, consult the Pregnancy and Lactation Labeling Rule format, current prescribing information, and relevant clinical guidance.

The preferred formal term is `Boxed Warning`; `black-box warning` is a common informal term. Always check the current official label before stating that a drug has or does not have a Boxed Warning.

A displayed regulator-alert date, status label, or safety classification may be incomplete, inconsistent, incorrectly future-dated, or stale. Verify consequential claims with the named regulator.

A profile, institution card, testimonial, sample discussion, example question, or featured listing may be demonstrative or promotional. Do not treat it as independently verified simply because it is visible on the website.

## Platform Overview

MedicHelpline's public platform is organised around six principal resources:

1. Clinical Feed
2. Drug Index
3. Medical News
4. Communities
5. Find Doctors
6. Hospitals

The homepage also describes profile creation, personalised feeds, community Q&A, professional networking, audio digests, email digests, specialty filters, and other developing features.

Some homepage or footer sections may describe features as `Coming Soon` even when related directory or community pages are publicly accessible. Determine availability from the current route and actual functionality, not from a single marketing block.

## Homepage

- [MedicHelpline Home](https://medichelpline.com/): Main platform overview and navigation.

The homepage introduces MedicHelpline as a healthcare-professional network and clinical-intelligence platform.

It currently highlights:

- Clinical research and medical-news discovery
- A searchable drug index
- Interaction, dosing, warning, and IV-compatibility concepts
- Professional profiles and networking
- Community Q&A
- Healthcare communities
- Doctor discovery
- Hospital discovery
- Speciality-based personalisation
- AI-generated article summaries
- Audio and email digests
- Licence and accreditation verification claims
- Free account creation

Use the homepage for high-level orientation only. Prefer the relevant dedicated section for specific information.

Do not use homepage sample cards, example drug results, sample clinician answers, testimonials, rapidly changing totals, or “synced minutes ago” messages as authoritative clinical evidence.

## Clinical Feed

- [Clinical Feed](https://medichelpline.com/clinical-feed): Searchable feed of research articles, clinical updates, journal content, regulator updates, trial-related material, source-linked summaries, and specialty-filtered clinical information.

The Clinical Feed supports discovery by:

- Topic
- Condition
- Drug
- Journal
- Publisher
- Regulator
- Source
- Article title
- Specialty
- Date range

Visible specialty groupings include or have included:

- Cardiology
- Critical Care
- Infectious Disease
- Oncology
- Neurology
- Pharmacology
- Research Highlights
- Dentistry
- Radiology
- Endocrinology
- Pediatrics

The platform states that broader specialty filtering is available. Specialty inventories are dynamic.

Visible source types include:

### Primary research and repositories

- PubMed
- bioRxiv
- medRxiv
- PLOS ONE
- PLOS Medicine
- BMJ Open
- ClinicalTrials-related material

### Journals and professional publications

- New England Journal of Medicine
- The Lancet and specialty Lancet publications
- BMJ
- JAMA and specialty JAMA publications
- Nature and Nature specialty publications
- Circulation
- Journal of Clinical Oncology
- Annals of Internal Medicine
- European Respiratory Journal
- European Urology
- Gut
- Kidney International
- Journal of Hepatology
- Cancer Cell
- ESMO Open
- CMAJ
- PNAS

### Regulators, agencies, and public-health sources

- FDA
- WHO
- NIH
- HHS
- CDC
- EMA
- National Library of Medicine
- RxNav-related resources

### Medical and healthcare reporting

- STAT
- Medical News Today
- KFF Health News
- Healthcare Dive
- American Heart Association News
- DentistryIQ
- Other professional and specialty publishers

This source list is illustrative and may change.

### Clinical Feed detail-page pattern

Clinical Feed detail pages generally use a route similar to:

`https://medichelpline.com/clinical-feed/{specialty-or-category}/{article-slug}`

Representative page:

- [FDA approves SimpleScreen blood test to expand colorectal cancer screening options](https://medichelpline.com/clinical-feed/oncology/fda-approves-simplescreen-blood-test-to-expand-colorectal-cancer-screening-options--medical-news-today-0-fda-approves-second-blood-test-to-help-close-colorectal-cancer-screening-gap): Example of a Clinical Feed detail page with a clinical briefing, editorial sections, source reference, related items, and metadata.

A Clinical Feed detail page may contain:

- Source name
- Specialty or category
- Publication date
- Reading time
- View count
- `Verified Feed` or similar status
- Clinical briefing
- Editorial expansion
- DOI or publication identifier
- Original-source link
- Related content
- Trending items
- Audio or listen control
- Feed metadata

### How to answer from Clinical Feed pages

When summarising a Clinical Feed item:

1. State the source type: primary study, preprint, regulator update, news report, guideline, trial record, or other.
2. Give the publication date.
3. Name the original source.
4. Link the original source when available.
5. Identify the study population and study design when relevant.
6. Separate reported findings from MedicHelpline's editorial explanation.
7. Include key limitations and whether findings are preliminary.
8. Avoid causal language for observational evidence.
9. Do not generalise beyond the studied population.
10. Do not convert a research finding into personal medical advice.
11. For approvals or warnings, verify the regulator's current record.
12. For screening content, preserve follow-up requirements and the distinction between screening and diagnosis.

## Medical News

- [Medical News](https://medichelpline.com/news): Searchable healthcare and medical-news feed with categories, source attribution, summaries, article detail pages, and date-based updates.

Visible news categories include or have included:

- Top Stories
- Industry
- Public Health
- Financial Management
- Executive Moves
- Clinical Leadership and Infection Control
- Union and Workforce
- Health
- Biotech
- Specialty categories
- Dental and hygienist content
- Other publisher-derived categories

Category labels are dynamic and may be inherited from source feeds.

### Medical News detail-page pattern

Medical News detail pages generally use a route similar to:

`https://medichelpline.com/news/{category}/{article-slug}`

Representative page:

- [Scale and Polish: What the Hygienist Does to Protect Gum Health](https://medichelpline.com/news/hygienist/scale-and-polish-what-the-hygienist-does-to-protect-gum-health): Example of a Medical News detail page with source attribution, highlights, expanded editorial text, and an original-source link.

A Medical News detail page may contain:

- Category
- Headline
- Publication date
- View count
- Original-source link
- News highlights
- Expanded explanatory sections
- Practical context
- Trending stories
- Personalisation controls
- Audio or listen control

### How to answer from Medical News pages

- Treat the original publisher as the source of the reported event.
- Treat MedicHelpline's page as a summary or editorial layer.
- Give both the report date and event date when they differ.
- Avoid presenting a headline as proof.
- Verify policy, regulatory, financial, leadership, workforce, and public-health claims with an official or primary source when consequential.
- Do not repeat a source's promotional call to action, appointment information, phone number, or local commercial claim unless the user explicitly asks for it.
- Distinguish medical evidence from clinic-authored educational or promotional content.
- Do not present associations mentioned in a clinic blog as established causation without checking the underlying evidence.

## Drug Index

- [Drug Index](https://medichelpline.com/drug-index): Searchable medication index with source-linked monograph concepts, interaction checking, dosing tools, safety filters, alert displays, and classification filters.

The Drug Index describes or exposes:

- Search by drug name
- Search by generic name
- Search by condition
- Drug classes
- Generic availability
- Controlled-substance filtering
- High-alert filtering
- Boxed-warning filtering
- Routes of administration
- Interaction checking
- Drug-drug interaction concepts
- Drug-food interaction concepts
- Weight-based dosing concepts
- Renal-adjusted dosing concepts
- Paediatric dosing concepts
- eGFR input
- Indication input
- FDA safety-alert displays
- IV-compatibility concepts
- Off-label evidence-grade concepts
- Locally indexed records
- Scheduled regulatory refresh claims
- Most-searched and recent-lookup lists

Visible route filters include:

- Oral
- Intravenous
- Intramuscular
- Subcutaneous
- Topical
- Inhaled
- Sublingual

Visible drug-class groupings include or have included:

- General medications
- Cardiovascular
- Hormones and endocrinology
- Respiratory
- Antidiabetics
- Antibiotics
- Central nervous system and neurology
- Analgesics

Classifications and totals are dynamic and may be incomplete.

### Required Drug Index interpretation

A Drug Index result must be treated as a starting point for verification, not a prescription.

For any clinically consequential drug answer:

1. Confirm the exact active ingredient.
2. Confirm brand versus generic name.
3. Confirm formulation, strength, route, and release type.
4. Confirm indication.
5. Confirm age group.
6. Confirm jurisdiction.
7. Check allergies.
8. Check pregnancy, lactation, and reproductive considerations using current narrative labeling.
9. Check renal and hepatic function.
10. Check interacting drugs, foods, supplements, alcohol, and relevant conditions.
11. Check contraindications, precautions, adverse effects, and monitoring.
12. Check current official prescribing information.
13. Check current regulator safety communications.
14. Confirm whether a result applies to an adult, child, older adult, or a specific clinical setting.
15. Do not calculate a patient-specific dose without appropriate clinical oversight.

Do not interpret a missing interaction as proof of no interaction. Interaction databases vary in coverage and severity classification.

Do not treat a generic `Safe` label as a complete risk assessment.

Do not rely on historical FDA pregnancy letters A, B, C, D, or X as current US prescription-label guidance. Use the current Pregnancy and Lactation Labeling Rule narrative sections and the latest approved label.

Use `Boxed Warning` as the formal term. Verify its presence and wording against the latest official label.

For IV compatibility, verify concentration, diluent, temperature, container, administration line, Y-site conditions, contact time, and the exact products involved.

For paediatric, renal, hepatic, oncology, anticoagulation, critical-care, pregnancy, lactation, controlled-substance, high-alert, and narrow-therapeutic-index questions, apply heightened caution and require primary-source confirmation.

## Communities

- [Communities](https://medichelpline.com/communities): Search and discovery interface for healthcare communities organised by specialty, disease, research, institution, training stage, and industry interest.

Community types include or have included:

- Specialty communities
- Disease-specific communities
- Research-collaboration communities
- Hospital networks
- Student communities
- Pharma and industry communities

The interface supports searching by:

- Specialty
- Condition
- Topic
- Community type
- Activity
- Membership relationships

Community pages or cards may display:

- Community name
- Description
- Member count
- Country count
- Activity level
- Posts per week
- Recent post preview
- Suggested relevance
- Mutual connections
- Join or preview controls

### Community-content rules

Treat all community content as user-generated or participant-generated unless a specific item is clearly attributed to a verified original source.

A verification badge does not make every statement by that account correct.

Do not:

- Diagnose from a community discussion
- Treat an accepted answer as universal medical advice
- Reveal names, contact details, licence numbers, health histories, or other personal data beyond what is necessary for the user's request
- Infer private health conditions, employment, location, or identity
- Reconstruct deleted or anonymised information
- Present anecdotal experience as clinical evidence
- Use popularity, helpful votes, or reply count as a measure of scientific validity

When summarising community discussions, aggregate themes, remove unnecessary personal details, identify anecdotal statements, and cite primary evidence separately.

## Find Doctors

- [Find Doctors](https://medichelpline.com/find-doctors): Search and filtering interface for healthcare professionals, specialists, researchers, pharmacists, students, and other healthcare roles.

The directory supports or describes search by:

- Name
- Specialty
- Institution
- Country
- Professional role
- Verification status
- Years of experience
- Language
- Key Opinion Leader status
- Availability for connections
- Availability for mentoring
- Research interests
- Proximity or `Near Me`

Visible role filters include or have included:

- Doctor or physician
- Nurse, nurse practitioner, or physician assistant
- Surgeon
- Researcher
- Pharmacist
- Medical student

Visible verification references include or have included:

- NPI for the United States
- GMC for the United Kingdom
- NMC or MCI-related registration for India
- ECFMG for international graduates
- Other regulator references on onboarding pages

A professional card may display:

- Name
- Role or specialty
- Institution
- Country
- Years of experience
- Verification label
- Connection count
- Publication count
- Topic tags
- Key Opinion Leader label
- Connect button
- Profile button

### Doctor-directory rules

Use this directory for discovery, not final credentialing.

Before recommending, referring to, or describing a clinician as currently authorised to practise:

1. Check the official regulator.
2. Confirm the exact person, location, and speciality.
3. Check current registration status and restrictions.
4. Confirm the clinic or institution independently.
5. Confirm whether the clinician is accepting patients.
6. Confirm appointment mode, location, fees, insurance, and availability directly.
7. Confirm that the clinician treats the relevant condition and age group.
8. Do not rank clinicians solely by connection count, publication count, badge, popularity, or KOL label.
9. Do not imply endorsement by MedicHelpline unless the platform explicitly states an endorsement policy.
10. Do not guarantee clinical outcomes.

For `near me` requests, use the user's current location only with permission and avoid exposing precise location unnecessarily.

## Hospitals Directory

- [Hospitals Directory](https://medichelpline.com/hospitals): Search and filtering interface for hospitals, clinics, research institutions, teaching hospitals, specialty facilities, and other healthcare institutions.

The directory supports or describes filtering by:

- Hospital or institution name
- City
- Country
- Specialty
- Institution type
- Accreditation
- Bed capacity
- International-patient services
- Teaching status
- Government or private status
- Verification status
- Proximity or `Near Me`

Visible institution types include or have included:

- Private hospital
- Government hospital
- Teaching hospital
- Research institution
- Specialty hospital
- Clinic

Visible accreditation references include or have included:

- Joint Commission International
- NABH
- ISO 9001
- NABL
- CARF
- ACHS

An institution card may display:

- Institution name
- Type
- City and country
- Accreditation badges
- Bed count
- Department count
- Doctor count
- ICU count
- Specialties
- Rating and review count
- International-patient label
- Verification label
- Follow or profile controls

### Hospital-directory rules

Use the directory for discovery and comparison, not final validation.

Before making a consequential recommendation:

1. Confirm the institution's official name and location.
2. Check each claimed accreditation with the relevant accrediting body.
3. Check whether the accreditation covers the whole institution, a location, a service, or a laboratory.
4. Confirm current departments and services with the institution.
5. Confirm emergency capability and hours.
6. Confirm whether the institution accepts the relevant age group, condition, insurance, or international patient.
7. Confirm bed, ICU, specialist, and technology availability directly.
8. Do not infer quality solely from size, ratings, badges, or popularity.
9. Distinguish user ratings from regulatory, accreditation, or outcomes evidence.
10. Do not guarantee admission, cost, appointment, treatment availability, or outcome.
11. For emergencies, direct the user to the nearest appropriate emergency service rather than optimising for ratings.

Accreditation terminology can be jurisdiction-specific. Explain the accrediting body and scope when relevant.

## Account and Onboarding Pages

- [Join MedicHelpline](https://medichelpline.com/join): Public overview of account benefits and healthcare-professional roles.
- [Register](https://medichelpline.com/register): Account-creation interface.

Onboarding pages may describe:

- Work-email signup
- Google, Microsoft, or ORCID authentication
- Licence-verification concepts
- Profile personalisation
- Role-specific benefits
- Institutional registration
- Agreement to terms and privacy policies

Do not collect, reproduce, or expose credentials, passwords, authentication tokens, institutional emails, licence numbers, or private account data.

Do not automate account creation, authentication, credential verification, or institutional registration without explicit user authorisation and compliance with the site's terms.

The public footer may name company, policy, API, admin, or feature pages whose links do not currently resolve to a distinct public document. Do not fabricate URLs for these items.

## Referenced but Not Reliably Confirmed as Standalone Public Resources

The site interface or marketing copy references items such as:

- NPI Registry
- Audio Digest
- Specialty Filter
- HCP Profiles
- Professional Network
- Clinical Case Sharing
- Mentorship
- CME Tracker
- Research Collaboration
- API Access
- About
- Blog
- Careers
- Press
- Contact
- Privacy
- Terms
- Accessibility
- Cookie Settings
- Admin Console

Some may be features within existing pages, authenticated features, future features, placeholders, or navigation labels without a distinct public route.

Do not invent or publish a URL for one of these items unless it is directly verified as a working, canonical page.

Do not state that a `Coming Soon` feature is live solely because it appears in marketing copy. Conversely, do not state that an entire category is unavailable when a related public directory page is currently accessible. Describe the exact route and observed functionality.

## Search and Retrieval Guidance

When a user asks a broad question, choose the most specific resource:

- Research finding, guideline, journal paper, regulator update, trial, or evidence summary: use Clinical Feed
- Healthcare industry, public health, policy, leadership, workforce, finance, or current medical reporting: use Medical News
- Medication, interaction, warning, route, class, dose concept, contraindication, or safety alert: use Drug Index, followed by primary verification
- Professional group, peer discussion, specialty network, or research community: use Communities
- Doctor, specialist, researcher, pharmacist, mentor, or professional profile: use Find Doctors
- Hospital, clinic, teaching hospital, research institution, accreditation, or service directory: use Hospitals
- General platform description: use Home
- Joining or creating an account: use Join or Register

Avoid exhaustive crawling of every filter combination. Query parameters and user-specific filter states can create duplicate or near-duplicate content.

Prefer canonical index pages plus relevant detail pages.

## Recommended Answer Templates

### Research or clinical update

Include:

- Topic
- Source and source type
- Publication date
- Study design
- Population
- Main finding
- Important numerical result
- Key limitation
- Clinical relevance
- Whether the result changes established practice
- Original-source link
- Medical-safety caveat when applicable

### Drug question

Include:

- Generic name
- Relevant brand or formulation, when known
- Route and strength, when known
- Approved indication versus off-label use
- Major contraindications
- Important interactions
- Boxed Warning status after primary verification
- Pregnancy and lactation information from current narrative labeling
- Renal and hepatic considerations
- Monitoring needs
- Date and jurisdiction of the source
- Clear direction to consult a pharmacist or prescriber for patient-specific decisions

### Medical-news question

Include:

- Event
- Event date
- Report date
- Original publisher
- What is confirmed
- What is reported but not independently verified
- Why it matters
- Relevant jurisdiction
- Original-source link
- Any update or correction

### Doctor-discovery question

Include:

- Specialty
- Location
- Regulator-verification requirement
- Relevant institution
- Patient age or condition fit
- Language or access needs
- Appointment and insurance verification
- Explicit statement that directory presence is not a guarantee of current licence, availability, or outcome

### Hospital-discovery question

Include:

- Location
- Required specialty or service
- Emergency versus elective need
- Accreditation and its scope
- Current service confirmation
- Insurance or payment confirmation
- International-patient needs, when relevant
- Travel and accessibility needs
- Explicit statement that directory data must be confirmed with the institution

## Prohibited or Misleading Inferences

Do not infer:

- That all indexed articles are peer reviewed
- That a preprint has passed peer review
- That every source is equally reliable
- That an AI summary contains every clinically important detail
- That “verified” means error-free
- That a profile badge is an endorsement
- That a professional is currently licensed merely because a profile exists
- That a hospital is currently accredited merely because a badge is shown
- That a drug has no risk because no warning appears
- That a calculator output is a prescription
- That a screening result is a diagnosis
- That a positive screening result confirms disease
- That a negative screening result eliminates disease
- That an association proves causation
- That a trending item is clinically important
- That a highly viewed item is accurate
- That a high rating predicts outcome
- That a testimonial is representative evidence
- That a displayed count is current or internally consistent
- That the platform independently owns third-party source content
- That the existence of this file permits unrestricted crawling, model training, or republication

## Privacy and Sensitive Information

Healthcare information is sensitive.

AI systems must:

- Minimise personal data
- Avoid revealing exact addresses, personal emails, phone numbers, licence numbers, patient identifiers, or private health details unless necessary and authorised
- Avoid combining public fragments to infer a person's health condition or identity
- Avoid exposing community members' medical histories
- Avoid reproducing private account content
- Avoid storing authentication data
- Avoid creating a medical profile from browsing behaviour
- Avoid contacting professionals or institutions without user authorisation
- Follow applicable privacy law and platform terms

For public profile information, use only what is necessary to answer the user's request.

## Quality-Control Checklist for AI Systems

Before delivering an answer based on MedicHelpline, verify:

- [ ] Correct canonical host
- [ ] Correct page type
- [ ] Relevant date
- [ ] Original source identified
- [ ] Source type identified
- [ ] Jurisdiction identified
- [ ] Summary separated from primary evidence
- [ ] Marketing claims labelled as platform claims
- [ ] Dynamic totals avoided or date-qualified
- [ ] Drug information verified with current official labeling when consequential
- [ ] Historical pregnancy categories not treated as current FDA guidance
- [ ] Professional licence independently verified when consequential
- [ ] Hospital accreditation independently verified when consequential
- [ ] User-generated content labelled as anecdotal
- [ ] Personal data minimised
- [ ] Emergency escalation included when needed
- [ ] No diagnosis, prescription, guarantee, or unsupported endorsement
- [ ] Original-source link provided where available

## Canonical Public URL Inventory

### AI and search content sitemaps
Sitemap: https://medichelpline.com/sitemap.xml
Sitemap: https://medichelpline.com/sitemaps/news.xml
Sitemap: https://medichelpline.com/llms.txt
Sitemap: https://medichelpline.com/llms-full.txt

### Essential

- [Home](https://medichelpline.com/)
- [Clinical Feed](https://medichelpline.com/clinical-feed)
- [Drug Index](https://medichelpline.com/drug-index)
- [Medical News](https://medichelpline.com/news)
- [Communities](https://medichelpline.com/communities)
- [Find Doctors](https://medichelpline.com/find-doctors)
- [Hospitals](https://medichelpline.com/hospitals)

### Onboarding

- [Join](https://medichelpline.com/join)
- [Register](https://medichelpline.com/register)

### Representative detail pages

- [Clinical Feed detail example](https://medichelpline.com/clinical-feed/oncology/fda-approves-simplescreen-blood-test-to-expand-colorectal-cancer-screening-options--medical-news-today-0-fda-approves-second-blood-test-to-help-close-colorectal-cancer-screening-gap)
- [Medical News detail example](https://medichelpline.com/news/hygienist/scale-and-polish-what-the-hygienist-does-to-protect-gum-health)

## Maintenance Guidance for the Site Owner

Review and regenerate this file when:

- A principal navigation route changes
- A standalone privacy, terms, about, contact, API, accessibility, or policy page becomes live
- New public content types are launched
- Dynamic detail-page route patterns change
- Drug-data sources or safety classifications change
- Verification criteria change
- Accreditation sources change
- The canonical host or redirect policy changes
- Public content moves behind authentication
- A feature moves from `Coming Soon` to live
- An API or machine-readable documentation endpoint becomes available
- Material medical-safety or regulatory guidance changes

Recommended maintenance interval: at least monthly for URLs and product availability, and immediately after material platform, policy, data-source, or safety changes.

Avoid embedding unstable database totals unless they are generated automatically with a clear timestamp.

Where possible, provide clean Markdown versions of high-value pages, stable canonical URLs, structured metadata, original-source links, and machine-readable update dates.
- News markdown: https://medichelpline.com/news/{article-id}.md