{"id":"https://openalex.org/W4415603060","doi":"https://doi.org/10.1093/jamia/ocaf182","title":"Observer: creation of a novel multimodal dataset for outpatient care research","display_name":"Observer: creation of a novel multimodal dataset for outpatient care research","publication_year":2025,"publication_date":"2025-10-10","ids":{"openalex":"https://openalex.org/W4415603060","doi":"https://doi.org/10.1093/jamia/ocaf182","pmid":"https://pubmed.ncbi.nlm.nih.gov/41144304"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocaf182","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf182","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1093/jamia/ocaf182","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051551743","display_name":"Kevin B. Johnson","orcid":"https://orcid.org/0000-0003-1016-9363"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]},{"id":"https://openalex.org/I922845939","display_name":"Philadelphia University","ror":"https://ror.org/03zzmyz63","country_code":"US","type":"education","lineage":["https://openalex.org/I922845939"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kevin B Johnson","raw_affiliation_strings":["Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania , Philadelphia, PA, 19104,","Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania , Philadelphia, PA, 19104,","Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, 19104, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania , Philadelphia, PA, 19104,","institution_ids":["https://openalex.org/I79576946","https://openalex.org/I922845939"]},{"raw_affiliation_string":"Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania , Philadelphia, PA, 19104,","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, 19104, United States","institution_ids":["https://openalex.org/I79576946","https://openalex.org/I922845939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107437343","display_name":"Basam Alasaly","orcid":"https://orcid.org/0000-0002-0805-595X"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Basam Alasaly","raw_affiliation_strings":["Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania , Philadelphia, PA, 19104,","Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, United States"],"raw_orcid":"https://orcid.org/0000-0002-0805-595X","affiliations":[{"raw_affiliation_string":"Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania , Philadelphia, PA, 19104,","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, United States","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057770628","display_name":"Kuk Jin Jang","orcid":"https://orcid.org/0000-0002-3134-3220"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]},{"id":"https://openalex.org/I922845939","display_name":"Philadelphia University","ror":"https://ror.org/03zzmyz63","country_code":"US","type":"education","lineage":["https://openalex.org/I922845939"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kuk Jin Jang","raw_affiliation_strings":["Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania , Philadelphia, PA, 19104,","Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania , Philadelphia, PA, 19104,","Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, 19104, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania , Philadelphia, PA, 19104,","institution_ids":["https://openalex.org/I79576946","https://openalex.org/I922845939"]},{"raw_affiliation_string":"Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania , Philadelphia, PA, 19104,","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, 19104, United States","institution_ids":["https://openalex.org/I79576946","https://openalex.org/I922845939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020691490","display_name":"Eric Eaton","orcid":null},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]},{"id":"https://openalex.org/I922845939","display_name":"Philadelphia University","ror":"https://ror.org/03zzmyz63","country_code":"US","type":"education","lineage":["https://openalex.org/I922845939"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Eaton","raw_affiliation_strings":["Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania , Philadelphia, PA, 19104,","Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, 19104, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania , Philadelphia, PA, 19104,","institution_ids":["https://openalex.org/I79576946","https://openalex.org/I922845939"]},{"raw_affiliation_string":"Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, 19104, United States","institution_ids":["https://openalex.org/I79576946","https://openalex.org/I922845939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107608652","display_name":"Sriharsha Mopidevi","orcid":"https://orcid.org/0009-0002-6065-0251"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sriharsha Mopidevi","raw_affiliation_strings":["Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania , Philadelphia, PA, 19104,","Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania , Philadelphia, PA, 19104,","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, 19104, United States","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067363466","display_name":"Ross Koppel","orcid":"https://orcid.org/0000-0002-8235-9900"},"institutions":[{"id":"https://openalex.org/I2802889516","display_name":"University of the Arts","ror":"https://ror.org/040w1dr55","country_code":"US","type":"education","lineage":["https://openalex.org/I2802889516"]},{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ross Koppel","raw_affiliation_strings":["Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania , Philadelphia, PA, 19104,","School of Arts and Sciences, University of Pennsylvania , Philadelphia, PA, 19104,","School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, 19104, United States"],"raw_orcid":"https://orcid.org/0000-0002-8235-9900","affiliations":[{"raw_affiliation_string":"Division of Biomedical Informatics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania , Philadelphia, PA, 19104,","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"School of Arts and Sciences, University of Pennsylvania , Philadelphia, PA, 19104,","institution_ids":["https://openalex.org/I2802889516","https://openalex.org/I79576946"]},{"raw_affiliation_string":"School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, 19104, United States","institution_ids":["https://openalex.org/I2802889516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051551743"],"corresponding_institution_ids":["https://openalex.org/I79576946","https://openalex.org/I922845939"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":{"value":3967,"currency":"USD","value_usd":3967},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27065905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"2","first_page":"424","last_page":"433"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.25290000438690186,"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"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.25290000438690186,"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.10429999977350235,"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/T10912","display_name":"Telemedicine and Telehealth Implementation","score":0.07280000299215317,"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/primary-care","display_name":"Primary care","score":0.597000002861023},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5264999866485596},{"id":"https://openalex.org/keywords/outpatient-clinic","display_name":"Outpatient clinic","score":0.41179999709129333},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4083000123500824},{"id":"https://openalex.org/keywords/ambulatory-care","display_name":"Ambulatory care","score":0.3978999853134155},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.375900000333786}],"concepts":[{"id":"https://openalex.org/C2984752397","wikidata":"https://www.wikidata.org/wiki/Q3259956","display_name":"Primary care","level":2,"score":0.597000002861023},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5285000205039978},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5264999866485596},{"id":"https://openalex.org/C3020110884","wikidata":"https://www.wikidata.org/wiki/Q695416","display_name":"Outpatient clinic","level":2,"score":0.41179999709129333},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4083000123500824},{"id":"https://openalex.org/C124306116","wikidata":"https://www.wikidata.org/wiki/Q2512965","display_name":"Ambulatory care","level":3,"score":0.3978999853134155},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.375900000333786},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.3675999939441681},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.3375999927520752},{"id":"https://openalex.org/C163432668","wikidata":"https://www.wikidata.org/wiki/Q623543","display_name":"Primary health care","level":3,"score":0.33079999685287476},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3301999866962433},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.32190001010894775},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.31779998540878296},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.31139999628067017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30000001192092896},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.2953999936580658},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2741999924182892},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.27160000801086426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25290000438690186},{"id":"https://openalex.org/C3017744659","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Secondary care","level":3,"score":0.2513999938964844}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000553","descriptor_name":"Ambulatory Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000553","descriptor_name":"Ambulatory Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000553","descriptor_name":"Ambulatory Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000553","descriptor_name":"Ambulatory Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011320","descriptor_name":"Primary Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014743","descriptor_name":"Videotape Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014743","descriptor_name":"Videotape Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014743","descriptor_name":"Videotape Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014743","descriptor_name":"Videotape Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocaf182","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf182","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:41144304","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41144304","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":"Journal of the American Medical Informatics Association : JAMIA","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12844583","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12844583/","pdf_url":null,"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":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocaf182","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf182","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3871206627","display_name":null,"funder_award_id":"1DP1OD035237-01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4389975428","display_name":null,"funder_award_id":"5DP1LM014558-03","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1535110649","https://openalex.org/W1984091396","https://openalex.org/W1985146540","https://openalex.org/W1989254750","https://openalex.org/W2006278611","https://openalex.org/W2012991178","https://openalex.org/W2049905471","https://openalex.org/W2093274439","https://openalex.org/W2111256677","https://openalex.org/W2111325617","https://openalex.org/W2134657159","https://openalex.org/W2135091480","https://openalex.org/W2137789210","https://openalex.org/W2156536461","https://openalex.org/W2161448319","https://openalex.org/W2302501749","https://openalex.org/W2507020233","https://openalex.org/W2515980932","https://openalex.org/W2554886295","https://openalex.org/W2791073106","https://openalex.org/W2804212835","https://openalex.org/W2916590334","https://openalex.org/W2991288549","https://openalex.org/W3033315791","https://openalex.org/W3081597552","https://openalex.org/W3114063332","https://openalex.org/W3185777261","https://openalex.org/W4210566925","https://openalex.org/W4229371882","https://openalex.org/W4285388655","https://openalex.org/W4295951577","https://openalex.org/W4299287616","https://openalex.org/W4313544946","https://openalex.org/W4362570556","https://openalex.org/W4400070967","https://openalex.org/W4400324640","https://openalex.org/W4406906068","https://openalex.org/W4408845540","https://openalex.org/W4409097124"],"related_works":[],"abstract_inverted_index":{"OBJECTIVE:":[0],"To":[1],"support":[2],"ambulatory":[3],"care":[4,60,149,185,248],"innovation,":[5],"we":[6],"created":[7],"Observer,":[8],"a":[9,231,242],"multimodal":[10],"dataset":[11,211],"comprising":[12],"videotaped":[13],"outpatient":[14],"visits,":[15],"electronic":[16],"health":[17],"record":[18],"(EHR)":[19],"data,":[20,71],"and":[21,31,35,53,58,67,73,88,93,161,193,202,219,224,238],"structured":[22],"surveys.":[23],"This":[24],"paper":[25],"describes":[26],"the":[27,33,39,101,117,169,178,207],"data":[28],"collection":[29],"procedures":[30],"summarizes":[32],"clinical":[34,214],"contextual":[36],"features":[37],"of":[38,171,180,245],"dataset.":[40,109,208],"MATERIALS":[41],"AND":[42],"METHODS:":[43],"A":[44,79],"multistakeholder":[45],"steering":[46],"group":[47],"shaped":[48],"recruitment":[49],"strategies,":[50],"survey":[51],"design,":[52],"privacy-preserving":[54],"design.":[55],"Consented":[56],"patients":[57,132],"primary":[59,184,247],"providers":[61],"(PCPs)":[62],"were":[63,76,196],"recorded":[64,200],"using":[65,187],"room-view":[66],"egocentric":[68],"cameras.":[69],"EHR":[70,94],"metadata,":[72],"audit":[74],"logs":[75],"also":[77],"captured.":[78],"custom":[80],"de-identification":[81],"pipeline,":[82],"combining":[83],"transcript":[84],"redaction,":[85],"voice":[86],"masking,":[87],"facial":[89],"blurring,":[90],"ensured":[91],"video":[92,172],"HIPAA":[95],"compliance.":[96],"RESULTS:":[97],"We":[98,176],"report":[99],"on":[100,199],"first":[102,118],"100":[103,119,145],"visits":[104,120],"in":[105],"this":[106],"continually":[107],"growing":[108],"Thirteen":[110],"PCPs":[111],"from":[112,125,142],"4":[113],"clinics":[114],"participated.":[115],"Recording":[116],"required":[121],"approaching":[122],"210":[123],"patients,":[124],"which":[126],"129":[127],"consented":[128],"(61%),":[129],"with":[130,241],"29":[131],"missing":[133],"their":[134],"scheduled":[135],"encounter":[136,236],"after":[137],"consenting.":[138],"Visit":[139,164],"lengths":[140],"ranged":[141],"5":[143],"to":[144,150,206],"minutes,":[146],"covering":[147],"preventive":[148],"chronic":[151],"disease":[152],"management.":[153],"Survey":[154],"responses":[155],"revealed":[156],"high":[157],"satisfaction:":[158],"4.24/5":[159],"(patients)":[160],"3.94/5":[162],"(PCPs).":[163],"experience":[165],"was":[166],"unaffected":[167],"by":[168],"presence":[170],"recording":[173],"technology.":[174],"DISCUSSION:":[175],"demonstrate":[177],"feasibility":[179],"capturing":[181],"rich,":[182],"real-world":[183,234],"interactions":[186],"scalable,":[188],"privacy-sensitive":[189],"methods.":[190],"Room":[191],"layout":[192],"camera":[194],"placement":[195],"key":[197],"influences":[198],"communication":[201,217],"are":[203],"now":[204],"added":[205],"The":[209],"Observer":[210,229],"enables":[212],"future":[213],"AI":[215],"research/development,":[216],"studies,":[218],"informatics":[220],"education":[221],"among":[222],"public":[223],"private":[225],"user":[226],"groups.":[227],"CONCLUSION:":[228],"is":[230],"new,":[232],"shareable,":[233],"clinic":[235],"research":[237],"teaching":[239],"resource":[240],"representative":[243],"sample":[244],"adult":[246],"data.":[249]},"counts_by_year":[],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-28T00:00:00"}