{"uid":"cap_fIxbIRalIWxC0I-vtqb1B","slug":"fda-drug-shortage-burden-gauge-by-therapeutic-category-041db0d7","name":"FDA Drug Shortage Burden Gauge by Therapeutic Category","description":"[3-LEG] Drug shortage chain, one therapeutic class (?entity=oncology): leading new-shortage incidence from openFDA new listings, which leads the burden peak -> current current active shortages in the class -> realized resolution rate (confirmation gate). A sequential chain, not one reading - confidence = how many legs are lit, in order. Sources: openFDA. Descriptive only, never a forecast or advice. No data -> 422 no_charge, not billed.","url":"https://aeml-x402.zeabur.app/gauge/drug-shortage-region","method":"GET","headers":{},"bodySchema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"input":{"type":"object","properties":{"type":{"const":"http"},"method":{"type":"string","enum":["GET"]},"queryParams":{"type":"object","additionalProperties":false,"properties":{"entity":{"type":"string","description":"required - monitored object id, paired with signal_id; free list at GET /gauge/catalog?signal_id=<signal_id> -> signals[0].entities[]","examples":["anesthesia","oncology","psychiatry-cns","analgesia-opioid","anti-infective","cardiovascular"],"x-accepted-values":{"shown":6,"total":18,"all":"https://api.truthbear.co/schemas/gauge-drug-shortage-region.input.json"}}},"required":["entity"]}},"required":["type","method","queryParams"]},"output":{"type":"object","properties":{"type":{"const":"json"},"example":{}},"required":["type"]}}},"responseSchema":{"type":"json"},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.25","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.25/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_nXMfeE30PII6THYVGITHw","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.25","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns a real-time causal-chain snapshot of US drug shortage burden for a given therapeutic category, combining FDA/openFDA leading indicators (new shortage incidence), current burden (active shortages, unavailability counts), and hardening signals (duration, discontinuation, procurement/tariff cascades).","exampleAgentPrompt":"Pull the current FDA drug shortage burden snapshot for the oncology therapeutic category — I need the new shortage incidence rate, how many drugs are currently unavailable, and any hardening signals like discontinuations or procurement cascades.","exampleUseCases":[{"title":"Hospital pharmacy procurement risk check","prompt":"What's the current shortage burden for antibiotics right now? I need the active shortage count, unavailability ratio, and any signs the shortage is hardening — like discontinuations or tariff impacts — so our pharmacy team can plan procurement."},{"title":"GPO competitive intelligence on drug supply","prompt":"Give me a full causal-chain shortage snapshot for the oncology drug category from FDA data — I want to see leading indicators of new shortages, current unavailability figures, and downstream signals like shipping or procurement disruptions."},{"title":"Parametric supply disruption monitoring","prompt":"Monitor the cardiology drug shortage gauge and tell me if the unavailability ratio or criticality scores have spiked — I need the latest FDA shortage incidence rate and any hardening signals like production discontinuations for this category."}],"resultDescription":"A structured JSON object containing: the entity (therapeutic category queried), a nature disclaimer, per-leg signal readings (new shortage rate, current shortage count, unavailability count/ratio, criticality, duration, discontinuation, procurement/tariff cascade signals), a cross-line narrative summarizing the causal chain, provenance metadata (data age, freshness, lineage traceable to FDA/openFDA), an optional grade and scope disclosure, decision points for re-running with different category tags, and a zero-trust verifiable citation with Ed25519 signature.","failureModes":["Missing or invalid entity parameter returns an error — the therapeutic category must be specified","Data may be stale if FDA/openFDA upstream sources have not updated recently (reflected in freshness field: fresh/recent/stale)","Some legs may lack data if FDA does not report shortages for a niche therapeutic category","Payment failure or missing x402 payment header results in 402 Payment Required","Network or upstream FDA API outages may delay or prevent data retrieval","If a therapeutic category string is unrecognized, the endpoint may return empty or partial leg data"],"whenToPreferThis":"Choose this endpoint when you need a structured, multi-signal causal-chain view of US drug shortage burden for a specific therapeutic category sourced directly from FDA/openFDA — especially for hospital and GPO pharmacy procurement decisions, PBM supply intelligence, pharma competitive analysis, or parametric supply-disruption monitoring agents. Prefer this over general FDA search tools when you need the upstream (new incidence), current burden, and downstream hardening signals (discontinuations, procurement cascades) bundled in a single verifiable response with provenance and freshness metadata.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T12:33:58.468Z","isFirstParty":false}