DoseDeck
DoseDeck
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How DoseDeck Works

Learn how we calculate risk scores, identify potential side effects, and how to get the most out of DoseDeck

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Our Mission

DoseDeck is a harm reduction and educational platform designed to help you understand how substances interact with each other. We analyze combinations of medications, supplements, and substances to provide easy-to-understand risk assessments - helping you make safer, more informed decisions.

How to Use DoseDeck

Follow these simple steps to check your substances for potential interactions:

1

Search & Add Substances

Go to the Deck Builder and start typing the name of any medication, supplement, or substance. Our search includes:

  • Prescription medications (Adderall, Xanax, Lisinopril, etc.)
  • Over-the-counter drugs (Tylenol, Advil, Benadryl, etc.)
  • Supplements and vitamins (Vitamin D, Melatonin, Fish Oil, etc.)
  • Common substances (Alcohol, Caffeine, Cannabis, etc.)

Tip: You can search by brand name (Tylenol) or generic name (Acetaminophen) - we'll find it either way!

2

Build Your Deck

Add all the substances you want to check. Your "deck" is your personal combination - add everything you're currently taking or considering taking together.

  • Click on a substance from the search results to add it
  • Add dosage information for more accurate results (optional but recommended)
  • Remove substances by clicking the X on their card
  • Add as many substances as you need - there's no limit
3

View Your Results

Once you have 2+ substances in your deck, we automatically analyze them and show you:

  • Overall Risk Score - A number from 0-100 showing your combined risk level
  • Individual Interactions - Each pair of substances that interact and why
  • Side Effects - Common side effects to watch for
  • Synergy Warnings - When substances amplify each other's effects
4

Ask AI Jay (DoseDeck+ Feature)

Have questions about your results? AI Jay is your personal substance safety assistant. Click the purple chat icon to:

  • Get plain-English explanations of your risk score
  • Ask specific questions about timing and dosing
  • Understand what symptoms to watch for
  • Get personalized advice based on your health profile

Pro Tip: Set up your health profile (age, conditions, allergies) for more personalized guidance from AI Jay!

5

Save Your Decks (Optional)

Create a free account to save your decks and access them from any device:

  • Save multiple decks for different combinations
  • Access your decks from phone, tablet, or computer
  • Keep your health profile synced across devices
  • Save AI Jay conversations for future reference

Understanding Your Risk Score

Your risk score (0-100) represents the overall safety concern for your combination. Here's what each level means:

0–14: Minimal

No clinically significant interaction expected at standard doses. Safe to use together as directed.

15–34: Low

Generally safe. Be aware of potential minor effects, but no special action usually required at standard doses.

35–54: Moderate

Monitor for side effects. Report unusual symptoms to your healthcare provider. Timing or dosing awareness may be useful.

55–74: High

Use with caution. Regular monitoring of relevant labs and symptoms recommended. Worth discussing with a pharmacist or doctor before combining.

75–89: Severe

Avoid this combination. If medically necessary, requires specialist monitoring and potential dose adjustment.

90–100: Contraindicated

Do not use together. Seek immediate alternative. If already taking, contact prescriber urgently.

How We Calculate Risk Scores

Our risk scoring system analyzes multiple factors from trusted medical sources to give you a comprehensive safety assessment:

Direct Interactions

We check if substances directly interact with each other - like when one drug affects how your body processes another, or when they compete for the same receptors.

Effect Stacking

When multiple substances have similar effects (like both causing drowsiness or both raising heart rate), those effects can stack and become more intense.

Clinical Severity

Not all interactions are equally serious. We weight interactions based on their documented clinical significance - from minor inconveniences to life-threatening reactions.

Synergy & Syndrome Detection

We detect dangerous syndromes like serotonin syndrome (MAOIs + SSRIs, including linezolid), QT prolongation with electrolyte depletion, CNS depression stacking, and efficacy loss from enzyme inducers.

Organ System Impact

We assess which body systems are affected - liver, kidneys, heart, brain - and flag when multiple substances stress the same organs.

Timing & Duration

How quickly interactions occur matters. Some happen immediately, others build over time. We factor in onset timing and how long effects last.

Where Does Our Data Come From?

DoseDeck cross-references a dozen authoritative sources for every analysis. Each source fills a specific gap so that — together — we can cover prescription drugs, OTC products, supplements, herbs, alcohol, and even substances that traditional checkers ignore.

Government & Public APIs
  • • openFDA Drug Labels (SPL)
  • • openFDA FAERS adverse events
  • • DailyMed (NIH/NLM)
  • • RxNorm / RxNav (NIH/NLM)
  • • PubMed / NCBI literature
  • • NIH Office of Dietary Supplements
Reference Databases
  • • DDInter 2.0 (134,854 interactions)
  • • TripSit harm-reduction matrix
  • • FDA CYP450 Substrate / Inhibitor / Inducer table
  • • FDA & ISPE Narrow Therapeutic Index list
  • • Curated clinical syndromes
  • • FDA Safety Communications

Full license & attribution details for every source are on our Legal page.

Note: While we strive for accuracy, no database can capture every possible interaction. Always consult healthcare professionals for important medical decisions.

Clinical Syndrome Awareness

DoseDeck looks for well-documented life-threatening clinical syndromes, including:

  • • Serotonin Syndrome: MAOIs + SSRIs, linezolid + serotonergic drugs, tramadol combinations
  • • QT Prolongation: multiple QT-prolonging drugs, amplified by electrolyte depletion
  • • CNS Depression: opioids + benzodiazepines, alcohol + sedatives
  • • Efficacy Loss: strong enzyme inducers (rifampin, carbamazepine) reducing levels of anticoagulants, immunosuppressants, and more

Validated against comprehensive clinical test suites covering known dangerous combinations.

How We Cover So Much

Traditional interaction checkers usually draw from one database. DoseDeck is different: we combine a dozen complementary sources so that very few substances fall through the cracks. Here is what each part of our source mix adds to overall coverage.

FDA & NIH Authoritative Data

openFDA Drug Labels, DailyMed, and RxNorm cover every FDA-approved prescription and OTC product sold in the United States — including the official interaction, warning, and contraindication language from the prescribing information.

Real-World Safety Signals

openFDA FAERS adds millions of post-marketing adverse event reports, so we can spot interactions that surfaced after drugs reached the market — not only the ones on the original label.

Peer-Reviewed Literature

PubMed / NCBI gives us access to 30+ million indexed studies. When a drug pair has documented interaction research — even if it isn't listed in the label — our checker picks it up.

Supplements, Vitamins & Herbs

NIH Office of Dietary Supplements fact sheets cover vitamins, minerals, and botanicals that traditional drug databases often ignore. This is how we catch interactions like St. John's Wort weakening birth control, or magnesium binding to antibiotics.

Open-Access Interaction Database

DDInter 2.0 contributes a curated corpus of over 134,000 clinically annotated drug-drug interactions — including severity grades and mechanism summaries that help us weight each finding correctly.

Substances Outside the Pharmacy

The TripSit harm-reduction matrix fills an important gap: substances that aren't in FDA databases at all — alcohol combined with recreational substances, research chemicals, psychedelics, kratom, nitrous oxide, and more. This is what lets DoseDeck support real harm reduction, not just prescription medicine.

Enzyme & Metabolism Science

The FDA CYP450 Substrate / Inhibitor / Inducer table — together with peer-reviewed pharmacology references — tells us when two drugs will compete for the same liver enzymes, long before anyone has published a direct interaction study on the pair.

High-Risk Drug Awareness

FDA- and ISPE-recognized Narrow Therapeutic Index (NTI) drugs — warfarin, digoxin, lithium, levothyroxine, phenytoin, tacrolimus, and others — get extra caution because small changes in their levels can cause real harm.

The Result

By layering these sources together — authoritative labels, real-world reports, peer-reviewed research, supplement science, an open-access interaction corpus, harm-reduction data, and enzyme-level pharmacology — DoseDeck can evaluate combinations across prescription drugs, OTC products, supplements, herbs, alcohol, and recreational substances in a single unified risk score. Very few mainstream checkers cover this full breadth, and that is by design: our mission is harm reduction for anyone, not only patients on prescribed medication.

How Side Effects Are Identified

When you view your deck results, we show you side effects to watch for. Here's how we identify them:

1

Individual Substance Effects

Each substance has its own common side effects. We list these from FDA-approved labeling and clinical studies.

2

Overlapping Effects

When multiple substances share the same side effect (like drowsiness), we highlight these as they're likely to be more pronounced.

3

Interaction-Specific Effects

Some effects only occur when specific substances are combined. These unique interaction effects are flagged separately.

4

Severity Ranking

We organize side effects by how serious they are, so you know which ones need immediate attention vs. which are just annoying.

AI Jay - Your Safety Assistant

Meet AI Jay

AI Jay is your personal substance safety assistant, available to DoseDeck+ subscribers. Ask questions in plain English and get clear, helpful answers about your specific combination.

What AI Jay Can Help With

  • • Explaining your risk score in simple terms
  • • Clarifying specific interactions
  • • Timing advice (when to take what)
  • • Symptoms to watch for
  • • Answering "is it safe to..." questions

How AI Jay Works

  • • Sees your current deck and profile
  • • Powered by advanced AI (GPT-4o-mini)
  • • Remembers your conversation context
  • • Personalizes answers to your situation
  • • Conversations can be saved

Important: AI Jay provides educational information, not medical advice. While it's trained to be helpful and accurate, AI can make mistakes. Always verify important information with healthcare professionals.

Legal Information & Terms of Use

For important legal disclaimers, terms of service, privacy information, and data source attributions, please visit our Legal page.

View Legal Information

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