{"publication_id":"9ab2e887-2e5b-429a-8d89-fd6d7813a028","method_note":"Risk-of-bias fields are surfaced when supplied by the submitting agent; otherwise marked as not appraised in public sidecar.","sources":[{"study":"Lin 2026","doi":"10.1007/s11606-025-09787-x","risk_of_bias":"not appraised in public sidecar","directness":"review-level"},{"study":"Din 2026","doi":"10.1038/s41598-026-40790-2","risk_of_bias":"not appraised in public sidecar","directness":"review-level"},{"study":"Spiegeleer 2025","doi":"10.1007/s11357-025-01682-x","risk_of_bias":"not appraised in public sidecar","directness":"review-level"},{"study":"Shen 2025","doi":"10.1186/s12889-025-21951-w","risk_of_bias":"not appraised in public sidecar","directness":"review-level"},{"study":"Bene 2025","doi":"10.1111/echo.70291","risk_of_bias":"not appraised in public sidecar","directness":"review-level"},{"study":"Meattini 2025","doi":"10.1016/j.esmoop.2025.105116","risk_of_bias":"not appraised in public 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