{"id":"https://openalex.org/W4378906615","doi":"https://doi.org/10.1038/s41746-023-00836-5","title":"Rigorous and rapid evidence assessment in digital health with the evidence DEFINED framework","display_name":"Rigorous and rapid evidence assessment in digital health with the evidence DEFINED framework","publication_year":2023,"publication_date":"2023-05-31","ids":{"openalex":"https://openalex.org/W4378906615","doi":"https://doi.org/10.1038/s41746-023-00836-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/37258851"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-023-00836-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00836-5","pdf_url":"https://www.nature.com/articles/s41746-023-00836-5.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-023-00836-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041123535","display_name":"Jordan Silberman","orcid":"https://orcid.org/0000-0001-7965-3722"},"institutions":[{"id":"https://openalex.org/I60638368","display_name":"Covance (United States)","ror":"https://ror.org/02hhsqf45","country_code":"US","type":"company","lineage":["https://openalex.org/I60638368"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jordan Silberman","raw_affiliation_strings":["Office of Medical Policy and Technology Assessment, Elevance Health, Palo Alto, CA, USA. jordan.silberman@elevancehealth.com","Office of Medical Policy and Technology Assessment, Elevance Health, Palo Alto, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7965-3722","affiliations":[{"raw_affiliation_string":"Office of Medical Policy and Technology Assessment, Elevance Health, Palo Alto, CA, USA. jordan.silberman@elevancehealth.com","institution_ids":["https://openalex.org/I60638368"]},{"raw_affiliation_string":"Office of Medical Policy and Technology Assessment, Elevance Health, Palo Alto, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047548456","display_name":"Paul Wicks","orcid":"https://orcid.org/0000-0002-2293-9284"},"institutions":[{"id":"https://openalex.org/I4210129883","display_name":"NHS Digital","ror":"https://ror.org/03am1eg44","country_code":"GB","type":"government","lineage":["https://openalex.org/I4210129883"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul Wicks","raw_affiliation_strings":["Wicks Digital Health, Lichfield, UK"],"raw_orcid":"https://orcid.org/0000-0002-2293-9284","affiliations":[{"raw_affiliation_string":"Wicks Digital Health, Lichfield, UK","institution_ids":["https://openalex.org/I4210129883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102999732","display_name":"Smit Patel","orcid":"https://orcid.org/0000-0002-9186-0430"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Smit Patel","raw_affiliation_strings":["Digital Medicine Society, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Medicine Society, Boston, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062566590","display_name":"Siavash Sarlati","orcid":"https://orcid.org/0000-0003-1023-9130"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siavash Sarlati","raw_affiliation_strings":["Department of Emergency Medicine, School of Medicine, University of California, San Francisco, CA, USA","Office of Medical Policy and Technology Assessment, Elevance Health, Palo Alto, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, School of Medicine, University of California, San Francisco, CA, USA","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"Office of Medical Policy and Technology Assessment, Elevance Health, Palo Alto, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051099800","display_name":"Siyeon Park","orcid":"https://orcid.org/0000-0002-8666-6692"},"institutions":[{"id":"https://openalex.org/I14588785","display_name":"William James College","ror":"https://ror.org/04asz2z59","country_code":"US","type":"education","lineage":["https://openalex.org/I14588785"]},{"id":"https://openalex.org/I54713919","display_name":"Geisinger Health System","ror":"https://ror.org/02qdbgx97","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I54713919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siyeon Park","raw_affiliation_strings":["Geisinger Health System, Danville, PA, USA","Pharmesol, Inc., Newton, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geisinger Health System, Danville, PA, USA","institution_ids":["https://openalex.org/I54713919"]},{"raw_affiliation_string":"Pharmesol, Inc., Newton, MA, USA","institution_ids":["https://openalex.org/I14588785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103561896","display_name":"Igor O. Korolev","orcid":null},"institutions":[{"id":"https://openalex.org/I75929689","display_name":"UConn Health","ror":"https://ror.org/02kzs4y22","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I75929689"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Igor O. Korolev","raw_affiliation_strings":["UConn Health, Farmington, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UConn Health, Farmington, CT, USA","institution_ids":["https://openalex.org/I75929689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080176078","display_name":"Jenna R. Carl","orcid":"https://orcid.org/0000-0002-8123-8322"},"institutions":[{"id":"https://openalex.org/I4210092112","display_name":"Hinge Health","ror":"https://ror.org/00cztjn15","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210092112"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jenna R. Carl","raw_affiliation_strings":["Big Health Inc., San Francisco, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Big Health Inc., San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210092112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069645649","display_name":"Jocelynn T. Owusu","orcid":"https://orcid.org/0000-0001-9719-5964"},"institutions":[{"id":"https://openalex.org/I4210149665","display_name":"Wolters Kluwer Health","ror":"https://ror.org/04phyf746","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210149665"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jocelynn T. Owusu","raw_affiliation_strings":["Lyra Health, Burlingame, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lyra Health, Burlingame, CA, USA","institution_ids":["https://openalex.org/I4210149665"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100619555","display_name":"Vimal Mishra","orcid":"https://orcid.org/0000-0002-3549-4077"},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]},{"id":"https://openalex.org/I4210160856","display_name":"UC Davis Health","ror":"https://ror.org/05q8kyc69","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210160856"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vimal Mishra","raw_affiliation_strings":["Department of Medicine and Health Administration, Virginia Commonwealth University, Richmond, VA, USA","UC Davis Health, Sacramento, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine and Health Administration, Virginia Commonwealth University, Richmond, VA, USA","institution_ids":["https://openalex.org/I184840846"]},{"raw_affiliation_string":"UC Davis Health, Sacramento, CA, USA","institution_ids":["https://openalex.org/I4210160856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014974410","display_name":"Manpreet Kaur","orcid":"https://orcid.org/0000-0003-3069-1562"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manpreet Kaur","raw_affiliation_strings":["Office of Medical Policy and Technology Assessment, Elevance Health, Palo Alto, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Medical Policy and Technology Assessment, Elevance Health, Palo Alto, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016335943","display_name":"Vincent J. Willey","orcid":"https://orcid.org/0000-0002-6473-6469"},"institutions":[{"id":"https://openalex.org/I210824098","display_name":"Wilmington University","ror":"https://ror.org/00jrtvk29","country_code":"US","type":"education","lineage":["https://openalex.org/I210824098"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vincent J. Willey","raw_affiliation_strings":["HealthCore, Inc., Wilmington, DE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HealthCore, Inc., Wilmington, DE, USA","institution_ids":["https://openalex.org/I210824098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025459393","display_name":"M\u0103d\u0103lina Sucal\u0103","orcid":"https://orcid.org/0000-0003-0471-2147"},"institutions":[{"id":"https://openalex.org/I4210150756","display_name":"AstraZeneca (United States)","ror":"https://ror.org/043cec594","country_code":"US","type":"company","lineage":["https://openalex.org/I105036370","https://openalex.org/I4210150756"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Madalina L. Sucala","raw_affiliation_strings":["AstraZeneca, Inc., NY, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AstraZeneca, Inc., NY, NY, USA","institution_ids":["https://openalex.org/I4210150756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112907786","display_name":"Tim Campellone","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093560","display_name":"Click Diagnostics (United States)","ror":"https://ror.org/00r9q8b87","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093560"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tim R. Campellone","raw_affiliation_strings":["Click Therapeutics, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Click Therapeutics, New York, NY, USA","institution_ids":["https://openalex.org/I4210093560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068945406","display_name":"Cindy Geoghegan","orcid":"https://orcid.org/0000-0003-0992-3728"},"institutions":[{"id":"https://openalex.org/I4210097638","display_name":"Partners In Care","ror":"https://ror.org/00xwb4n23","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210097638"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cindy Geoghegan","raw_affiliation_strings":["Digital Medicine Society, Boston, MA, USA","Patients and Partners, LLC, Madison, CT, USA"],"raw_orcid":"https://orcid.org/0000-0003-0992-3728","affiliations":[{"raw_affiliation_string":"Digital Medicine Society, Boston, MA, USA","institution_ids":[]},{"raw_affiliation_string":"Patients and Partners, LLC, Madison, CT, USA","institution_ids":["https://openalex.org/I4210097638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013688633","display_name":"Isaac R. Rodriguez\u2010Chavez","orcid":"https://orcid.org/0000-0003-1787-8381"},"institutions":[{"id":"https://openalex.org/I4210105908","display_name":"Hydrosolutions (Switzerland)","ror":"https://ror.org/01jbagx41","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210105908"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Isaac R. Rodriguez-Chavez","raw_affiliation_strings":["4Biosolutions Consulting, Rockville, MD, USA","ICON plc, Blue Bell, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1787-8381","affiliations":[{"raw_affiliation_string":"4Biosolutions Consulting, Rockville, MD, USA","institution_ids":["https://openalex.org/I4210105908"]},{"raw_affiliation_string":"ICON plc, Blue Bell, PA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071606562","display_name":"Benjamin Vandendriessche","orcid":"https://orcid.org/0000-0003-0672-0327"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Vandendriessche","raw_affiliation_strings":["Byteflies, Antwerp, Belgium","Department of Electrical, Computer and Systems Engineering, Case Western Reserve University, Cleveland, OH, USA"],"raw_orcid":"https://orcid.org/0000-0003-0672-0327","affiliations":[{"raw_affiliation_string":"Byteflies, Antwerp, Belgium","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical, Computer and Systems Engineering, Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":null,"display_name":"The Evidence DEFINED Workgroup","orcid":null},"institutions":[{"id":"https://openalex.org/I54713919","display_name":"Geisinger Health System","ror":"https://ror.org/02qdbgx97","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I54713919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"The Evidence DEFINED Workgroup","raw_affiliation_strings":["Geisinger Health System, Danville, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geisinger Health System, Danville, PA, USA","institution_ids":["https://openalex.org/I54713919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051099800","display_name":"Siyeon Park","orcid":"https://orcid.org/0000-0002-8666-6692"},"institutions":[{"id":"https://openalex.org/I14588785","display_name":"William James College","ror":"https://ror.org/04asz2z59","country_code":"US","type":"education","lineage":["https://openalex.org/I14588785"]},{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]},{"id":"https://openalex.org/I54713919","display_name":"Geisinger Health System","ror":"https://ror.org/02qdbgx97","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I54713919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siyeon Park","raw_affiliation_strings":["Geisinger Health System, Danville, PA, USA","Pharmesol, Inc., Newton, MA, USA","Department of Medicine and Health Administration, Virginia Commonwealth University, Richmond, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geisinger Health System, Danville, PA, USA","institution_ids":["https://openalex.org/I54713919"]},{"raw_affiliation_string":"Pharmesol, Inc., Newton, MA, USA","institution_ids":["https://openalex.org/I14588785"]},{"raw_affiliation_string":"Department of Medicine and Health Administration, Virginia Commonwealth University, Richmond, VA, USA","institution_ids":["https://openalex.org/I184840846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100619555","display_name":"Vimal Mishra","orcid":"https://orcid.org/0000-0002-3549-4077"},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]},{"id":"https://openalex.org/I4210160856","display_name":"UC Davis Health","ror":"https://ror.org/05q8kyc69","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210160856"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vimal Mishra","raw_affiliation_strings":["Department of Medicine and Health Administration, Virginia Commonwealth University, Richmond, VA, USA","UC Davis Health, Sacramento, CA, USA","ICON plc, Blue Bell, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine and Health Administration, Virginia Commonwealth University, Richmond, VA, USA","institution_ids":["https://openalex.org/I184840846"]},{"raw_affiliation_string":"UC Davis Health, Sacramento, CA, USA","institution_ids":["https://openalex.org/I4210160856"]},{"raw_affiliation_string":"ICON plc, Blue Bell, PA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013688633","display_name":"Isaac R. Rodriguez\u2010Chavez","orcid":"https://orcid.org/0000-0003-1787-8381"},"institutions":[{"id":"https://openalex.org/I4210105908","display_name":"Hydrosolutions (Switzerland)","ror":"https://ror.org/01jbagx41","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210105908"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Isaac R. Rodriguez-Chavez","raw_affiliation_strings":["4Biosolutions Consulting, Rockville, MD, USA","ICON plc, Blue Bell, PA, USA","Digital Medicine Society, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"4Biosolutions Consulting, Rockville, MD, USA","institution_ids":["https://openalex.org/I4210105908"]},{"raw_affiliation_string":"ICON plc, Blue Bell, PA, USA","institution_ids":[]},{"raw_affiliation_string":"Digital Medicine Society, Boston, MA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004024116","display_name":"Jennifer C. Goldsack","orcid":"https://orcid.org/0000-0003-0461-0183"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jennifer C. Goldsack","raw_affiliation_strings":["Digital Medicine Society, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Medicine Society, Boston, MA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":21,"corresponding_author_ids":["https://openalex.org/A5041123535"],"corresponding_institution_ids":["https://openalex.org/I60638368"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":14.8426,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.99242774,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"6","issue":"1","first_page":"101","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10912","display_name":"Telemedicine and Telehealth Implementation","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-evidence","display_name":"Digital evidence","score":0.6137175559997559},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.5855244994163513},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5591193437576294},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.5384082794189453},{"id":"https://openalex.org/keywords/evidence-based-medicine","display_name":"Evidence-based medicine","score":0.5333089232444763},{"id":"https://openalex.org/keywords/evidence-based-practice","display_name":"Evidence-based practice","score":0.5176365971565247},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4631786644458771},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.45744770765304565},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.43761226534843445},{"id":"https://openalex.org/keywords/grey-literature","display_name":"Grey literature","score":0.4129219651222229},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3731344938278198},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.35912641882896423},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.35832127928733826},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3516334295272827},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3513449728488922},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2893632650375366},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.25460487604141235},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21302250027656555},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.2075611650943756},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.16836926341056824},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.14479351043701172},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.1272467076778412},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11672338843345642},{"id":"https://openalex.org/keywords/alternative-medicine","display_name":"Alternative medicine","score":0.1017688512802124}],"concepts":[{"id":"https://openalex.org/C2781357168","wikidata":"https://www.wikidata.org/wiki/Q5276084","display_name":"Digital evidence","level":3,"score":0.6137175559997559},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.5855244994163513},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5591193437576294},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.5384082794189453},{"id":"https://openalex.org/C19648533","wikidata":"https://www.wikidata.org/wiki/Q691640","display_name":"Evidence-based medicine","level":3,"score":0.5333089232444763},{"id":"https://openalex.org/C141330323","wikidata":"https://www.wikidata.org/wiki/Q2354820","display_name":"Evidence-based practice","level":3,"score":0.5176365971565247},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4631786644458771},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.45744770765304565},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.43761226534843445},{"id":"https://openalex.org/C61904560","wikidata":"https://www.wikidata.org/wiki/Q1148359","display_name":"Grey literature","level":3,"score":0.4129219651222229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3731344938278198},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.35912641882896423},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.35832127928733826},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3516334295272827},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3513449728488922},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2893632650375366},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.25460487604141235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21302250027656555},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.2075611650943756},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.16836926341056824},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.14479351043701172},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.1272467076778412},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11672338843345642},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.1017688512802124},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-023-00836-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00836-5","pdf_url":"https://www.nature.com/articles/s41746-023-00836-5.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:37258851","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37258851","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10232404","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10232404","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10232404/pdf/41746_2023_Article_836.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:ab48ea92d8f04bc5ac1b4f31ba19a145","is_oa":true,"landing_page_url":"https://doaj.org/article/ab48ea92d8f04bc5ac1b4f31ba19a145","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 6, Iss 1, Pp 1-8 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41746-023-00836-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-023-00836-5","pdf_url":"https://www.nature.com/articles/s41746-023-00836-5.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.5799999833106995,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4378906615.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W2051925297","https://openalex.org/W2079283960","https://openalex.org/W2109031474","https://openalex.org/W2162568785","https://openalex.org/W2165010366","https://openalex.org/W2199971004","https://openalex.org/W2560374664","https://openalex.org/W2597656898","https://openalex.org/W2756506042","https://openalex.org/W2799693072","https://openalex.org/W2803669305","https://openalex.org/W2891378911","https://openalex.org/W2891454610","https://openalex.org/W2909561802","https://openalex.org/W2917052233","https://openalex.org/W2946661638","https://openalex.org/W2992264800","https://openalex.org/W3045841993","https://openalex.org/W3080862813","https://openalex.org/W3093994489","https://openalex.org/W3094693323","https://openalex.org/W3114317161","https://openalex.org/W3136855968","https://openalex.org/W3138592900","https://openalex.org/W3146574670","https://openalex.org/W3161813522","https://openalex.org/W3163489461","https://openalex.org/W3165857556","https://openalex.org/W3179107676","https://openalex.org/W4283363643","https://openalex.org/W4291131179"],"related_works":["https://openalex.org/W2034355242","https://openalex.org/W2912233163","https://openalex.org/W3129682661","https://openalex.org/W2038359615","https://openalex.org/W1987102232","https://openalex.org/W4205862394","https://openalex.org/W3030659865","https://openalex.org/W2385417838","https://openalex.org/W1996514619","https://openalex.org/W3135655776"],"abstract_inverted_index":{"Dozens":[0],"of":[1,27,66,105,114,127,208,218],"frameworks":[2,16,123,147,164,183],"have":[3,212],"been":[4],"proposed":[5],"to":[6,58,152,159,222,242],"assess":[7,59],"evidence":[8,21,94,115,154,168,229,244],"for":[9,64,74,111,131,174,192],"digital":[10,97,160,236],"health":[11,32,63,237],"interventions":[12],"(DHIs),":[13],"but":[14],"existing":[15],"may":[17,40,83,108,211],"not":[18,149,166],"facilitate":[19,224],"DHI":[20,44,86,228,247],"reviews":[22],"that":[23,47,107,156,189,210,245],"meet":[24],"the":[25,77,177,199],"needs":[26],"stakeholder":[28],"organizations":[29,39,232],"including":[30],"payers,":[31],"systems,":[33],"trade":[34],"organizations,":[35],"and":[36,51,133,206,233],"others.":[37],"These":[38],"benefit":[41],"from":[42,121],"a":[43,56,112],"assessment":[45,230],"framework":[46,57],"is":[48,90,136,196],"both":[49],"rigorous":[50,227],"rapid.":[52],"Here":[53],"we":[54],"propose":[55],"Evidence":[60,78,118,200,219],"in":[61,96,124,142,176,198,231],"Digital":[62],"EFfectiveness":[65],"INterventions":[67],"with":[68],"Evaluative":[69],"Depth":[70],"(Evidence":[71],"DEFINED).":[72],"Designed":[73],"real-world":[75],"use,":[76],"DEFINED":[79,119,201,220],"Quick":[80],"Start":[81],"Guide":[82],"help":[84],"streamline":[85],"assessment.":[87],"A":[88],"checklist":[89],"provided":[91],"summarizing":[92],"high-priority":[93],"considerations":[95,155],"health.":[98,161],"Evidence-to-recommendation":[99],"guidelines":[100],"are":[101,148,157,221],"proposed,":[102],"specifying":[103],"degrees":[104],"adoption":[106],"be":[109],"appropriate":[110],"range":[113],"quality":[116,169],"levels.":[117],"differs":[120],"prior":[122,143,146,163],"its":[125],"inclusion":[126],"unique":[128,158],"elements":[129],"designed":[130],"rigor":[132],"speed.":[134],"Rigor":[135],"increased":[137,172],"by":[138],"addressing":[139],"three":[140],"gaps":[141],"frameworks.":[144],"First,":[145],"adapted":[150],"adequately":[151],"address":[153],"Second,":[162],"do":[165],"specify":[167],"criteria":[170],"requiring":[171],"vigilance":[173],"DHIs":[175],"current":[178],"regulatory":[179],"context.":[180],"Third,":[181],"extant":[182],"rarely":[184],"leverage":[185],"established,":[186],"robust":[187],"methodologies":[188],"were":[190],"developed":[191],"non-digital":[193],"interventions.":[194],"Speed":[195],"achieved":[197],"Framework":[202],"through":[203],"screening":[204],"optimization":[205],"deprioritization":[207],"steps":[209],"limited":[213],"value.":[214],"The":[215],"primary":[216],"goals":[217],"a)":[223],"standardized,":[225],"rapid,":[226],"b)":[234],"guide":[235],"solutions":[238],"providers":[239],"who":[240],"wish":[241],"generate":[243],"drives":[246],"adoption.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":6}],"updated_date":"2026-01-20T23:28:44.954186","created_date":"2025-10-10T00:00:00"}