{"id":"https://openalex.org/W2924820166","doi":"https://doi.org/10.1038/s41746-019-0091-3","title":"It is time to learn from patients like mine","display_name":"It is time to learn from patients like mine","publication_year":2019,"publication_date":"2019-03-19","ids":{"openalex":"https://openalex.org/W2924820166","doi":"https://doi.org/10.1038/s41746-019-0091-3","mag":"2924820166"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-019-0091-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-019-0091-3","pdf_url":"https://www.nature.com/articles/s41746-019-0091-3.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"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-019-0091-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049561797","display_name":"Saurabh Gombar","orcid":"https://orcid.org/0000-0002-5581-8569"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Saurabh Gombar","raw_affiliation_strings":["Department of Medicine, School of Medicine, Stanford University, CA, Stanford, USA","Department of Pathology, School of Medicine, Stanford University, CA, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, School of Medicine, Stanford University, CA, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Pathology, School of Medicine, Stanford University, CA, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062800749","display_name":"Alison Callahan","orcid":"https://orcid.org/0000-0001-5163-380X"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alison Callahan","raw_affiliation_strings":["Department of Medicine, School of Medicine, Stanford University, CA, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, School of Medicine, Stanford University, CA, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060829829","display_name":"Robert M. Califf","orcid":"https://orcid.org/0000-0003-0231-3724"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Califf","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060370891","display_name":"Robert A. Harrington","orcid":"https://orcid.org/0000-0001-5450-8676"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Harrington","raw_affiliation_strings":["Department of Medicine, School of Medicine, Stanford University, CA, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, School of Medicine, Stanford University, CA, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041175834","display_name":"Nigam H. Shah","orcid":"https://orcid.org/0000-0001-9385-7158"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nigam H. Shah","raw_affiliation_strings":["Department of Medicine, School of Medicine, Stanford University, CA, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, School of Medicine, Stanford University, CA, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5049561797"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":2.5234,"has_fulltext":true,"cited_by_count":51,"citation_normalized_percentile":{"value":0.89875898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11894","display_name":"Radiology practices and education","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.968999981880188,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3531026840209961}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3531026840209961}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1038/s41746-019-0091-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-019-0091-3","pdf_url":"https://www.nature.com/articles/s41746-019-0091-3.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":"pmh:oai:doaj.org/article:9b5420e1490f4388be723bcca9d7d587","is_oa":true,"landing_page_url":"https://doaj.org/article/9b5420e1490f4388be723bcca9d7d587","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 2, Iss 1, Pp 1-3 (2019)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5586786","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6550176","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-019-0091-3","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-019-0091-3","pdf_url":"https://www.nature.com/articles/s41746-019-0091-3.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":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7799999713897705}],"awards":[{"id":"https://openalex.org/G4318037879","display_name":null,"funder_award_id":"R01LM011369-06","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8496962235","display_name":null,"funder_award_id":"R01LM01136","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"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2924820166.pdf","grobid_xml":"https://content.openalex.org/works/W2924820166.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2009949319","https://openalex.org/W2027540165","https://openalex.org/W2066071728","https://openalex.org/W2067235700","https://openalex.org/W2114831632","https://openalex.org/W2115967402","https://openalex.org/W2518165243","https://openalex.org/W2525984666","https://openalex.org/W2567610237","https://openalex.org/W2727650337","https://openalex.org/W2779051611","https://openalex.org/W2784868425","https://openalex.org/W2789970635","https://openalex.org/W2899876413","https://openalex.org/W2914079012"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Abstract":[0],"Clinicians":[1],"are":[2],"often":[3],"faced":[4],"with":[5,110],"situations":[6,109],"where":[7],"published":[8],"treatment":[9],"guidelines":[10,163],"do":[11],"not":[12],"provide":[13],"a":[14,57,63,91,102,124,174,187],"clear":[15],"recommendation.":[16],"In":[17],"such":[18,42,101,123,173,186,204],"situations,":[19],"evidence":[20,43,111,158],"generated":[21],"from":[22,81,122,215],"similar":[23],"patients\u2019":[24],"data":[25,80,87,134,148],"captured":[26,149],"in":[27,38,98],"electronic":[28],"health":[29,86],"records":[30],"(EHRs)":[31],"can":[32,70,104,207],"aid":[33],"decision":[34],"making.":[35],"However,":[36,136],"challenges":[37],"generating":[39],"and":[40,67,84,95,119,133,164,183],"making":[41],"available":[44,161],"have":[45,170],"prevented":[46],"its":[47],"on-demand":[48],"use":[49,145],"to":[50,75,140,144,155,176],"inform":[51],"patient":[52,147],"care.":[53],"We":[54,169],"propose":[55],"that":[56,185],"specialty":[58],"consultation":[59],"service":[60,103,126,175,188],"staffed":[61],"by":[62,130,193],"team":[64],"of":[65,166,213,218],"medical":[66,181],"informatics":[68,195],"experts":[69,97],"rapidly":[71],"summarize":[72],"\u2018what":[73],"happened":[74],"patients":[76],"like":[77],"mine\u2019":[78],"using":[79],"the":[82,99,142,146,157,198,211,216],"EHR":[83,153],"other":[85],"sources.":[88],"By":[89],"emulating":[90],"familiar":[92],"physician":[93,106],"workflow,":[94],"keeping":[96],"loop,":[100],"translate":[105],"inquiries":[107],"about":[108],"gaps":[112],"into":[113],"actionable":[114],"reports.":[115],"The":[116],"demand":[117],"for":[118],"benefits":[120],"gained":[121],"consult":[125],"will":[127],"naturally":[128],"vary":[129],"practice":[131],"type":[132],"robustness.":[135],"we":[137,202,208],"cannot":[138],"afford":[139],"miss":[141],"opportunity":[143],"every":[150],"day":[151],"via":[152],"systems":[154],"close":[156],"gap":[159],"between":[160],"clinical":[162,167,194,220],"realities":[165],"practice.":[168,221],"begun":[171],"offering":[172,192],"physicians":[177],"at":[178],"our":[179],"academic":[180],"center":[182],"believe":[184],"should":[189],"be":[190],"core":[191],"professional":[196],"throughout":[197],"country.":[199],"Only":[200],"if":[201],"launch":[203],"efforts":[205],"broadly":[206],"systematically":[209],"study":[210],"utility":[212],"learning":[214],"record":[217],"routine":[219]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":13}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}