postmarket_search
Search for AI/ML devices by postmarket criteria such as product code, panel, applicant, drift signals, recall count, or MAUDE trends. Returns per-device summaries with drift-signal counts.
Instructions
Find AI/ML devices by postmarket criteria — product code, panel, applicant, whether any drift signal exists, minimum recalls in 24 months, or a rising MAUDE trend. Returns per-device postmarket summaries with drift-signal counts.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| panel | No | Advisory panel, e.g. Radiology | |
| applicant | No | Substring match on applicant/company name | |
| product_code | No | FDA product code, e.g. QIH | |
| maude_trend_up | No | Code-level MAUDE trend above its own 3-year baseline | |
| has_drift_signal | No | ||
| min_recalls_24mo | No | Product-code recalls in trailing 24 months | |
| signal_specificity | No | Restrict the drift-signal filter to one tier: 'device' = attributable to this device (own line re-cleared, own applicant's recall, predicate neighbors) — the high-signal tier; 'product_code' = observed in its category |