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{"created_at":"2026-04-04T17:18:28.725 {"created_at":"2026-04-04T17:18:28.725985+00:00","dedupe_key":"signal_enriched:opportunity_research_delta:80f7b92338ee5f61","evidence_event_ids":["evt_9cdad8e3d91a"],"signal_type":"opportunity_research_delta","source":"opportunity_research_ingestor","value":{"aggregator_url":"https://www.nature.com/articles/s41433-026-04394-4","as_of":"2026-04-04T17:18:28.725985+00:00","canonical_url":"https://www.nature.com/articles/s41433-026-04394-4","enrichment":{"aggregator_url":"https://www.nature.com/articles/s41433-026-04394-4","article_chars":3255,"article_truncated":false,"blocked_reason":null,"candidate_id":"sc_95355f460a7f2fb6","canonical_host":"nature.com","canonical_is_aggregator":false,"canonical_url":"https://www.nature.com/articles/s41433-026-04394-4","content_type":"text/html; charset=\"utf-8\"","enriched_at":"2026-04-04T21:39:49.902696+00:00","extraction_method":"heuristic","fetched_description":"The Area Deprivation Index (ADI) and Social Vulnerability Index (SVI) are nationally validated neighborhood-level measures of socioeconomic disadvantage but remain understudied in pediatric ophthalmology. We examined associations between ADI/SVI and school-based vision screening outcomes, refractive error (RE), best-corrected visual acuity (BCVA), and amblyopia suspect status. We conducted a retrospective study of children aged 3\u201310 years screened by the UCI EyeMobile program (Orange County, California, United States) from 2021\u20132024. Among 15,842 children screened, 3,350 underwent comprehensive examination. School addresses were geocoded to ADI/SVI quartiles (Q1\u2013Q4; higher quartiles indicate greater disadvantage). Outcomes included referral, \u2018fit-for-frames,\u2019 RE, amblyopia suspect sta","fetched_title":"Area Deprivation and Social Vulnerability Are Associated with Pediatric Vision Screening Outcomes in the University of California, Irvine EyeMobile Program | Eye","final_url":"https://www.nature.com/articles/s41433-026-04394-4","html_truncated":true,"paywall_likely":false,"publisher_domain":"nature.com","publisher_resolution":"canonical_url","requested_url":"https://www.nature.com/articles/s41433-026-04394-4","source_event_id":"evt_9cdad8e3d91a","source_quality":"high","status_code":200,"version":"signal_enrichment_v2"},"fp":"28ec137d081e5e7b","published_at":"","publisher_domain":"nature.com","query":"ADI has market conflicting reports resolution primary sources","signal_understanding":{"analysis_basis":"article","claim_confidence":0.95,"dates_mentioned":["2021-2024","01 April 2026"],"entities":[{"asset_class":"research","name":"University of California, Irvine EyeMobile Program","relevance":"study source","symbol":"","type":"organization"},{"asset_class":"index","name":"Area Deprivation Index (ADI)","relevance":"measures socioeconomic disadvantage","symbol":"","type":"index"},{"asset_class":"index","name":"Social Vulnerability Index (SVI)","relevance":"measures socioeconomic disadvantage","symbol":"","type":"index"}],"event_type":"research","information_gaps":["No specific data on the total number of children in each quartile.","Details on the methodology for geocoding school addresses to ADI/SVI quartiles are not provided."],"key_facts":["Study involved 15,842 children screened from 2021-2024.","3,350 children underwent comprehensive examination.","Children in Q4 had higher referral rates and required new spectacles despite passing screening.","Poor BCVA and amblyopia suspect status increased across ADI/SVI quartiles (p-trend < 0.001).","Q4 was associated with higher odds of poor BCVA (aOR: 1.51 for ADI; 1.61 for SVI) and amblyopia suspect status (1.78 for ADI; 1.82 for SVI)."],"numeric_claims":[{"label":"Odds of poor BCVA in Q4 vs Q1","value":"1.51 (ADI), 1.61 (SVI)"},{"label":"Odds of amblyopia suspect status in Q4 vs Q1","value":"1.78 (ADI), 1.82 (SVI)"}],"primary_claim":"Children in the highest ADI/SVI quartile (Q4) had significantly higher odds of poor best-corrected visual acuity (BCVA) and amblyopia suspect status compared to those in the lowest quartile (Q1).","relevance_score":0.9,"sentiment":"positive","source_quality":"high","summary":"The study found that children from neighborhoods with higher Area Deprivation Index (ADI) and Social Vulnerability Index (SVI) had increased odds of poor visual acuity and amblyopia suspect status, indicating a need for targeted pediatric vision care.","topics":["pediatric ophthalmology","socioeconomic factors","vision screening","public health"]},"snippet":"We examined associations between ADI/SVI and school-based vision screening outcomes, refractive error (RE), best-corrected visual acuity (BCVA), and amblyopia ...","source":"web_search","source_domain":"nature.com","summary":"We examined associations between ADI/SVI and school-based vision screening outcomes, refractive error (RE), best-corrected visual acuity (BCVA), and amblyopia ...","title":"Area Deprivation and Social Vulnerability Are Associated ... - Nature","url":"https://www.nature.com/articles/s41433-026-04394-4"}}... |