partd_feed_prescribing

shallow

io.govparse/gateway · Verify this server

Which prescribers just entered a drug class this Medicare Part D year — e.g. new GLP-1 prescribers in PY2024? Bulk feed over CMS Part D Prescribers by Provider and Drug, aggregated per NPI to a drug class and differenced PY2023 → PY2024: direction=new_entrant returns new-to-class prescribers, de_adopter those whose class volume fell. Flat rows, cursor-paginated up to 1000/page, by drug_class, specialty, and state. Observational public Part D records — never a clinical recommendation. [price: $0.05/row]

100.0/100

1 trials · measured 8 days ago

partd_feed_prescribing scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.govparse/gateway, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
open
Category
Legal & government
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: partd_feed_prescribing
[![Vouch score](https://vouch.tools/api/tools/8fc2c9b3-c733-4da6-bb16-0e54ee5c0a13/badge.svg)](https://vouch.tools/tools/8fc2c9b3-c733-4da6-bb16-0e54ee5c0a13)
partd_feed_prescribing — Vouch