{"article":{"annotation":{"article_id":"harvard-study-documents-clinicians-use-of-generative-ai","available_at":"2026-10-16T10:37:13.604019Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"9fa549950b2395eb14105530c8f26b91694693117615c653295a568adf5863ef","input_sha256":"713eb710fce76b9250520dd8b86bfb55ceb6b5ba7ffe42af92889d6a3ca93f55","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. Unknown country/city/coordinates remain absent; no automatic geocoding.","Article geometries keep their stated precision and methodology; reproducing them is not independent coordinate verification."],"method":"controlled-rules-v1","places":[{"admin1":null,"city":null,"coordinate_note":null,"coordinate_reference_system":"OGC:CRS84","coordinate_source":null,"country":"US","evidence":[{"field":"country","language":"en","note":"Explicit preserved editorial country/region; no city or national centroid inferred","source_urls":["https://hms.harvard.edu/news/first-large-scale-study-shows-how-doctors-use-ai-medicine"]}],"geometry":null,"id":"iso3166-1:US","kind":"country-or-area","labels":{"ar":"الولايات المتحدة الأمريكية","en":"United States of America","es":"Estados Unidos de América","fr":"États-Unis d’Amérique"},"match_status":"candidate","precision":"regional","role":"coverage","uncertainty_m":null}],"rules_sha256":"fb5ad3c27c91cb840f7a0a05f7f64a5cb26ad0374409ff9457f277c7092e22b4","schema_version":1,"subjects":[{"concept_id":"medtop:20001298","confidence":null,"confidence_method":null,"evidence":[{"field":"en.title+en.summary","language":"en","note":"Subject suggested from the title or summary: AI","source_urls":["https://hms.harvard.edu/news/first-large-scale-study-shows-how-doctors-use-ai-medicine"]}],"method":"controlled-rules-v1","rule_id":"artificial-intelligence","status":"candidate"}],"taxonomy_revision":"1f2db31d811fca07e99b16d402c10e2cc2965c9df1c7b41d9be348b40a24e7fb","taxonomy_version":"IPTC Media Topics 2026-Q2"},"api_url":"https://newsverum.com/api/v1/articles/harvard-study-documents-clinicians-use-of-generative-ai?lang=tr","category":"technology","content":{"key_points":[],"paragraphs":["Harvard Tıp Fakültesi ve Brigham and Women’s Hospital araştırmacıları, OpenEvidence platformunun yaklaşık 950 bin ABD’li hekim, hekim yardımcısı ve hemşire uygulayıcısı tarafından kullanımını inceledi. 15 Ekim’de JAMA’da yayımlanan çalışma, Ocak 2024 ile Haziran 2026 arasında aylık aktif kullanıcıların 355’ten 703.265’e yükseldiğini ve platforma toplam 270 milyon sorgu gönderildiğini bildirdi.","Araştırmacıların 38,8 milyon sorguluk rastgele örneklemi sınıflandırması, sorguların yüzde 51,9’unun klinik karar verme, özellikle tedavi ve yönetimle; yüzde 13,9’unun ise tanıyla ilgili olduğunu gösterdi. Çalışma bir platformun kullanımını ölçüyor; hasta sonuçlarının iyileştiğini test etmiyor. Araştırmacılar bu etkinin sonraki aşamada incelenmesi gerektiğini belirtti."],"sections":[]},"corrections":[],"country":"US","data":{"blocks":[{"description":{"ar":"إعلان بحثي نُشر في 15 أكتوبر","de":"Forschungsmitteilung vom 15. Oktober","en":"Research announcement published 15 October","es":"Anuncio de investigación publicado el 15 de octubre","fr":"Annonce de recherche publiée le 15 octobre","pt":"Anúncio de pesquisa publicado em 15 de outubro","tr":"15 Ekim’de yayımlanan araştırma duyurusu"},"id":"source-record","items":[{"date":"2026-10-15","description":{"ar":"نحو 950 ألف ممارس سريري؛ و270 مليون استفسار بين يناير 2024 ويونيو 2026 وعينة مصنفة من 38.8 مليون استفسار.","de":"Rund 950.000 Kliniker; 270 Millionen Anfragen von Januar 2024 bis Juni 2026 und eine klassifizierte Stichprobe von 38,8 Millionen Anfragen.","en":"About 950,000 clinicians; 270 million queries from January 2024 to June 2026 and a classified sample of 38.8 million queries.","es":"Unos 950.000 profesionales clínicos; 270 millones de consultas entre enero de 2024 y junio de 2026 y una muestra clasificada de 38,8 millones.","fr":"Environ 950 000 cliniciens; 270 millions de requêtes de janvier 2024 à juin 2026 et un échantillon classé de 38,8 millions de requêtes.","pt":"Cerca de 950 mil profissionais clínicos; 270 milhões de consultas entre janeiro de 2024 e junho de 2026 e uma amostra classificada de 38,8 milhões.","tr":"Yaklaşık 950 bin klinisyen; Ocak 2024–Haziran 2026 döneminde 270 milyon sorgu ve 38,8 milyon sorguluk sınıflandırma örneklemi."},"label":{"ar":"دراسة استخدام OpenEvidence","de":"Studie zur OpenEvidence-Nutzung","en":"OpenEvidence usage study","es":"Estudio del uso de OpenEvidence","fr":"Étude sur l’utilisation d’OpenEvidence","pt":"Estudo de uso do OpenEvidence","tr":"OpenEvidence kullanım araştırması"},"status":"occurred"}],"methodology":{"ar":"أرقام الاستخدام من الدراسة التي عرضتها هارفارد؛ ولا ينبغي تفسيرها على أنها نتائج للمرضى أو تمثيلاً لاستخدام جميع الممارسين خارج هذه المنصة.","de":"Die Nutzungszahlen stammen aus der von Harvard beschriebenen Studie; sie sind weder Patientenergebnisse noch die gesamte klinische KI-Nutzung außerhalb dieser Plattform.","en":"Usage figures are from the study described by Harvard; they should not be read as patient outcomes or as all clinician use beyond this platform.","es":"Las cifras de uso proceden del estudio descrito por Harvard; no representan resultados de pacientes ni todo el uso clínico fuera de esta plataforma.","fr":"Les chiffres d’usage proviennent de l’étude présentée par Harvard; ils ne représentent ni des résultats patients ni tous les usages des cliniciens au-delà de cette plateforme.","pt":"Os números de uso vêm do estudo descrito por Harvard; não representam resultados de pacientes nem todo o uso clínico fora desta plataforma.","tr":"Kullanım sayıları makalenin Harvard açıklamasındaki çalışmadan alınmıştır; hasta sonuçları veya platform dışındaki tüm klinisyen kullanımı olarak yorumlanmamalıdır."},"sourceUrls":["https://hms.harvard.edu/news/first-large-scale-study-shows-how-doctors-use-ai-medicine"],"title":{"ar":"سجل البحث","de":"Forschungsnachweis","en":"Research record","es":"Registro de investigación","fr":"Dossier de recherche","pt":"Registro da pesquisa","tr":"Araştırma kaydı"},"type":"events","updatedAt":"2026-10-16T10:20:41+00:00"}],"version":1},"data_downloads":[{"formats":{"csv":"https://newsverum.com/api/v1/articles/harvard-study-documents-clinicians-use-of-generative-ai/data/source-record?lang=tr&format=csv","json":"https://newsverum.com/api/v1/articles/harvard-study-documents-clinicians-use-of-generative-ai/data/source-record?lang=tr&format=json"},"id":"source-record"}],"data_types":["events"],"editorial_illustration":{"alt":"Teknoloji, işlemci ve bağlantılı bilginin kavramsal 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işlemci ve bağlantılı bilginin kavramsal illüstrasyonu.","asset_id":"newsverum-v1-technology","avif_variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.avif","width":480},{"height":480,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-720.avif","width":720},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.avif","width":960},{"height":800,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1200.avif","width":1200},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.avif","width":1536}],"credit":"Newsverum","documentary":false,"height":1024,"kind":"symbolic-editorial-illustration","language":"tr","scope":"section","url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.webp","width":480},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.webp","width":960},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","width":1536}],"width":1536},"slug":"harvard-study-documents-clinicians-use-of-generative-ai","sources":[{"checkedAt":"2026-10-16","name":"Harvard Medical School","publishedAt":"2026-10-15","url":"https://hms.harvard.edu/news/first-large-scale-study-shows-how-doctors-use-ai-medicine"}],"summary":"Yaklaşık 950 bin ABD’li klinisyenin verilerini inceleyen çalışma, yapay zekâ sorgularının çoğunun tedavi kararlarıyla ilgili olduğunu buldu.","text":"Yaklaşık 950 bin ABD’li klinisyenin verilerini inceleyen çalışma, yapay zekâ sorgularının çoğunun tedavi kararlarıyla ilgili olduğunu buldu.\n\nHarvard Tıp Fakültesi ve Brigham and Women’s Hospital araştırmacıları, OpenEvidence platformunun yaklaşık 950 bin ABD’li hekim, hekim yardımcısı ve hemşire uygulayıcısı tarafından kullanımını inceledi. 15 Ekim’de JAMA’da yayımlanan çalışma, Ocak 2024 ile Haziran 2026 arasında aylık aktif kullanıcıların 355’ten 703.265’e yükseldiğini ve platforma toplam 270 milyon sorgu gönderildiğini bildirdi.\n\nAraştırmacıların 38,8 milyon sorguluk rastgele örneklemi sınıflandırması, sorguların yüzde 51,9’unun klinik karar verme, özellikle tedavi ve yönetimle; yüzde 13,9’unun ise tanıyla ilgili olduğunu gösterdi. Çalışma bir platformun kullanımını ölçüyor; hasta sonuçlarının iyileştiğini test etmiyor. Araştırmacılar bu etkinin sonraki aşamada incelenmesi gerektiğini belirtti.","title":"Harvard araştırması klinisyenlerin yapay zekâyı nasıl kullandığını belgeledi","topics":[],"translations":[{"api_url":"https://newsverum.com/api/v1/articles/harvard-study-documents-clinicians-use-of-generative-ai?lang=tr","language":"tr","url":"https://newsverum.com/tr/news/harvard-study-documents-clinicians-use-of-generative-ai"},{"api_url":"https://newsverum.com/api/v1/articles/harvard-study-documents-clinicians-use-of-generative-ai?lang=en","language":"en","url":"https://newsverum.com/en/news/harvard-study-documents-clinicians-use-of-generative-ai"},{"api_url":"https://newsverum.com/api/v1/articles/harvard-study-documents-clinicians-use-of-generative-ai?lang=ar","language":"ar","url":"https://newsverum.com/ar/news/harvard-study-documents-clinicians-use-of-generative-ai"},{"api_url":"https://newsverum.com/api/v1/articles/harvard-study-documents-clinicians-use-of-generative-ai?lang=fr","language":"fr","url":"https://newsverum.com/fr/news/harvard-study-documents-clinicians-use-of-generative-ai"},{"api_url":"https://newsverum.com/api/v1/articles/harvard-study-documents-clinicians-use-of-generative-ai?lang=es","language":"es","url":"https://newsverum.com/es/news/harvard-study-documents-clinicians-use-of-generative-ai"},{"api_url":"https://newsverum.com/api/v1/articles/harvard-study-documents-clinicians-use-of-generative-ai?lang=de","language":"de","url":"https://newsverum.com/de/news/harvard-study-documents-clinicians-use-of-generative-ai"},{"api_url":"https://newsverum.com/api/v1/articles/harvard-study-documents-clinicians-use-of-generative-ai?lang=pt","language":"pt","url":"https://newsverum.com/pt/news/harvard-study-documents-clinicians-use-of-generative-ai"}],"url":"https://newsverum.com/tr/news/harvard-study-documents-clinicians-use-of-generative-ai"},"version":"1"}