io.github.atlasbyauro/fairsession

Tools

• ai_devices

  FDA's official Artificial Intelligence-Enabled Medical Devices list (1,500+ authorizations), tracked weekly by Atlas. List recent AI device authorizations, filter by panel or year, or check whether a specific submission number is on the list. openFDA itself has no AI field - this is the joined, queryable version.

  shallow
• check_offer

  Where a specific job offer sits against advertised pay for a role in a state: percentile vs live posting ranges, with an honest fallback to national data when the state sample is under 25 disclosed postings. Advertised ranges are not settled offers.

  shallow
• find_predicates

  List predicate device candidates for a 510(k) submission: recent clearances under an FDA product code, with review times and recall indicators. The starting set for predicate research.

  shallow
• get_changes

  New FDA clearances and recalls since a date - the monitoring feed. Use for 'what changed this week' questions.

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• get_clearance

  Full detail for one FDA 510(k) clearance by K-number, including recalls that reference it.

  shallow
• get_employer_score

  An employer's Pay Transparency Score: the percentage of its active postings that state pay, computed weekly from its own public career board. Includes posting counts and advertised ranges by role. Scores cannot be bought.

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• get_pay_range

  Advertised pay range for a healthcare role in a US state, computed weekly from employers' own live job postings (never surveys). Returns hourly and salary ranges separately, sample sizes, city-level ranges where available, and honest labels when data is thin.

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• list_employers

  All employers Fair Session currently tracks and scores, with Transparency Scores, plus the identified-but-not-yet-ingested pipeline.

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• product_code_stats

  FDA review-time statistics (median and 90th percentile days to decision), clearance count and recall count for a product code.

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• search_recalls

  Search FDA device recalls by product code, recalling firm, or free text. Returns recall details with links - use to vet a predicate candidate or monitor a market.

  shallow
• search_records

  Full-text search across 777k+ FDA 510(k) clearances, device recalls, and registered clinical trials. Returns ranked matches with links.

  shallow

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Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.

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