iservice/predator-biomedical

PREDATOR Biomedical Dataset

50K+ curated biomedical abstracts from PubMed/EuropePMC

Curated biomedical research data extracted from PubMed, EuropePMC, and clinical trial databases. Each entry includes DOI/PMID, title, source, domain classification, commercial value score, and quality assessment.

Fields

Column	Description
id	DOI or PMID identifier
title	Article title or abstract summary
source	Data source (EuropePMC, PubMed, ClinicalTrials.gov)
domain	Domain classification (biomedical, clinical)
commercial_value	Commercial viability score (0-1)
monetization_score	Revenue potential score (0-2)
quality	Quality tier: high, medium, low

Usage for Agent Training

import pandas as pd
df = pd.read_csv("data.csv")
high_quality = df[df["quality"] == "high"]
print(f"High quality entries: {len(high_quality)}")

License

CC BY 4.0 — Free for commercial use with attribution.

API Access

Dataset available via x402 micro-payment endpoint:

POST https://most-daylight-fraying.ngrok-free.dev/x402/biomed/query

Payment: $0.02 USDC/query (x402 protocol, Base chain)

Contact

PREDATOR Data Platform — iservice49800@gmail.com x402 Arena: predator-biomed-papers