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Halowerk Med Adverse Events Summarizer
x402
Halowerk Med Adverse Events Summarizer is a paid API for AI agents from med.halowerk.com, paid per call via x402, $0.006/call, status unknown (last checked 2026-09-14).
Summarizes FDA adverse event reports for a drug, including top reactions, serious outcome distribution, reporter type split, and temporal trend — with explicit causation limitations.
Price / call$0.006
Success—
StatusUnknown
How this service works
Summarises adverse event reports for a drug: the most frequently reported reactions, the distribution of serious outcomes, the split between reports from health professionals and consumers, and the trend over time. Three limitations are returned with every response and are not footnotes. A report establishes that somebody suspected a connection, not that one exists — the system records suspicion, not causation.
Output
Returns a structured summary including: the most frequently reported adverse reactions for the drug, a distribution of outcome severity (e.g. serious vs non-serious), the proportion of reports filed by healthcare professionals versus consumers, a temporal trend showing report volume over time, and exactly three stated limitations clarifying that reports represent suspicion of a connection, not confirmed causation.
Example use cases
Patient safety research on a new medication
“I'm looking into starting Jardiance — can you summarize the FDA adverse event reports for it, including the top reactions people have reported, how many were serious, and whether those reports mostly came from doctors or patients?”
Pharma competitive safety benchmarking
“Pull the adverse event summary for adalimumab — I need the most frequently reported reactions, the breakdown of serious outcomes, who filed the reports (health pros vs consumers), and the trend over time so I can compare it against our pipeline drug.”
Journalist investigating drug safety signals
“I'm writing about concerns around fluoroquinolone antibiotics — can you get me the adverse event data for ciprofloxacin, including the worst reported reactions, how outcomes are distributed, and whether reporting has been increasing recently?”
Technical details
Endpoint
POSThttps://med.halowerk.com/v1/adverse-eventsWhen to prefer
Use this endpoint when you need a synthesized, multi-dimensional safety overview of a specific drug from FDA adverse event data — combining reaction frequency, outcome severity, reporter demographics, and temporal trend in a single call. Prefer this over raw FAERS queries when you want pre-aggregated, agent-ready output with built-in causation disclaimers. It complements the drug label endpoint (which returns official prescribing information) and the boxed warning endpoint (which flags the most serious FDA-mandated warnings).
Side effects
- Drug name not recognized or not found in FAERS — returns empty or error response
- Ambiguous drug name matching multiple RxNorm concepts — may require disambiguation
- Insufficient report volume for a drug yields statistically sparse trend data
- Newly approved drugs may have minimal historical adverse event data
- Network or upstream FAERS API unavailability causing timeout
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| drug | string | |
| months | integer | |
| top_reactions | integer |
Tags
x402
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