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Reproducibility package: Recalls and adverse event reports of AI-enabled medical devices compared with same-category devices (510(k) cohort study)

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Zenodo2026-10-31 更新2026-11-05 收录
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Reproducibility package for a retrospective cohort study comparing recalls, adverse event reports, and reports of injury or death between devices on the US FDA AI-enabled medical device list and other Class II 510(k) devices cleared in the same product category and year (2004-2024; recall follow-up to September 30, 2026). Contents: analysis code (cohort reconstruction from hashed openFDA exports, Cox models with applicant-clustered and shared-event-clustered variance, cause-specific and device-type analyses, manufacturer analyses, outcome-defined calendar-year placebo analysis and simulation, MAUDE linkage, manuscript build), the derived analytic cohort (58,979 submissions), all model outputs reported in the manuscript and appendix, the source-document audit (56 records), and source manifests with URLs, export dates and SHA-256 hashes. Raw FDA files are public and are not redistributed. See README.md for instructions. Corrections in versions 2.9 and 2.9.1. Version 2.3 described the second source-document review as a blinded human review. Both full reviews were AI-assisted: the first with Anthropic Claude Opus 5.5 during analysis (October 28, 2026) and the second with OpenAI ChatGPT 6.1 (October 30, 2026), blinded to the first review. L.-C.C. adjudicated the six disagreements on October 30, 2026. On October 31, co-author H.H.C., who took no part in data processing or adjudication, independently re-coded 20 of the 56 records (all six disagreements plus 14 randomly selected records) without AI tools; her categories matched the final categories for 20/20 of these records. Version 2.9 also counts applicant size using only earlier clearances, adds shared-event clustering, data-preparation scripts and figure sources. Version 2.9.1 synchronizes the manuscript builder with the submitted manuscript (DOI, contributions, adjudication wording) and adds directory-setup steps to README.md.

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2026-10-31
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