{"id":"https://openalex.org/W7134810884","doi":"https://doi.org/10.48550/arxiv.2603.08448","title":"A prospective clinical feasibility study of a conversational diagnostic AI in an ambulatory primary care clinic","display_name":"A prospective clinical feasibility study of a conversational diagnostic AI in an ambulatory primary care clinic","publication_year":2026,"publication_date":"2026-03-09","ids":{"openalex":"https://openalex.org/W7134810884","doi":"https://doi.org/10.48550/arxiv.2603.08448"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.08448","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.08448","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.08448","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128671861","display_name":"Peter Brodeur","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Brodeur, Peter","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128679920","display_name":"Jacob M. Koshy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Koshy, Jacob M.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128631372","display_name":"Anil Palepu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Palepu, Anil","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128641790","display_name":"Khaled Saab","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saab, Khaled","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054887622","display_name":"Ava Homiar","orcid":"https://orcid.org/0000-0001-5772-2475"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Homiar, Ava","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128644153","display_name":"Roma Ruparel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruparel, Roma","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112689927","display_name":"Charles Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Charles","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128679112","display_name":"Ryutaro Tanno","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tanno, Ryutaro","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128679549","display_name":"Joseph Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Joseph","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128646255","display_name":"Amy Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Amy","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128683999","display_name":"David Stutz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stutz, David","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Weng, Wei-Hung","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weng, Wei-Hung","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Ferrera, Hannah M.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ferrera, Hannah M.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Barrett, David","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Barrett, David","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Crowley, Lindsey","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Crowley, Lindsey","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Lee, Jihyeon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lee, Jihyeon","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Rittner, Spencer E.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rittner, Spencer E.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Wulczyn, Ellery","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wulczyn, Ellery","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Zhang, Selena K.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Selena K.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Vedadi, Elahe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vedadi, Elahe","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Kohn, Christine G.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kohn, Christine G.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Kulkarni, Kavita","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kulkarni, Kavita","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Kadiyala, Vinay","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kadiyala, Vinay","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Mahdavi, Sara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mahdavi, Sara","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Du, Wendy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Du, Wendy","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Williams, Jessica M.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Williams, Jessica M.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Feinbloom, David","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feinbloom, David","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Wong, Renee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wong, Renee","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Tu, Tao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tu, Tao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Sirkovic, Petar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sirkovic, Petar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Orlandi, Alessio","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Orlandi, Alessio","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Semturs, Christopher","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Semturs, Christopher","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Liu, Yun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Yun","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Gottweis, Juraj","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gottweis, Juraj","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Webster, Dale R.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Webster, Dale R.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Barral, Jo\u00eblle","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Barral, Jo\u00eblle","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Chou, Katherine","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chou, Katherine","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Kohli, Pushmeet","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kohli, Pushmeet","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Hassidim, Avinatan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hassidim, Avinatan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Matias, Yossi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matias, Yossi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Manyika, James","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manyika, James","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Fields, Rob","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fields, Rob","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128668489","display_name":"Marc L. Cohen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Jonathan X.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Cohen, Marc L.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cohen, Marc L.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Natarajan, Vivek","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Natarajan, Vivek","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Schaekermann, Mike","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schaekermann, Mike","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Karthikesalingam, Alan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karthikesalingam, Alan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Rodman, Adam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rodman, Adam","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":48,"corresponding_author_ids":["https://openalex.org/A5128671861"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"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":0.6877999901771545,"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":0.6877999901771545,"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/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.16040000319480896,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"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":0.06360000371932983,"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/medical-diagnosis","display_name":"Medical diagnosis","score":0.640500009059906},{"id":"https://openalex.org/keywords/primary-care","display_name":"Primary care","score":0.5598999857902527},{"id":"https://openalex.org/keywords/ambulatory","display_name":"Ambulatory","score":0.5297999978065491},{"id":"https://openalex.org/keywords/patient-safety","display_name":"Patient safety","score":0.4973999857902527},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.4569999873638153},{"id":"https://openalex.org/keywords/ambulatory-care","display_name":"Ambulatory care","score":0.44679999351501465},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.44609999656677246},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.4453999996185303}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8064000010490417},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.640500009059906},{"id":"https://openalex.org/C2984752397","wikidata":"https://www.wikidata.org/wiki/Q3259956","display_name":"Primary care","level":2,"score":0.5598999857902527},{"id":"https://openalex.org/C35785553","wikidata":"https://www.wikidata.org/wiki/Q756720","display_name":"Ambulatory","level":2,"score":0.5297999978065491},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.4973999857902527},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.4569999873638153},{"id":"https://openalex.org/C124306116","wikidata":"https://www.wikidata.org/wiki/Q2512965","display_name":"Ambulatory care","level":3,"score":0.44679999351501465},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.44609999656677246},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.4453999996185303},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4034000039100647},{"id":"https://openalex.org/C206179267","wikidata":"https://www.wikidata.org/wiki/Q188952","display_name":"Medical history","level":2,"score":0.3564000129699707},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.3522000014781952},{"id":"https://openalex.org/C80059220","wikidata":"https://www.wikidata.org/wiki/Q7521302","display_name":"Simulated patient","level":2,"score":0.3400000035762787},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.33640000224113464},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.32580000162124634},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.3246999979019165},{"id":"https://openalex.org/C2982889124","wikidata":"https://www.wikidata.org/wiki/Q107439039","display_name":"Disease management","level":4,"score":0.29499998688697815},{"id":"https://openalex.org/C2775944032","wikidata":"https://www.wikidata.org/wiki/Q22907659","display_name":"Patient satisfaction","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C3020132585","wikidata":"https://www.wikidata.org/wiki/Q2671652","display_name":"Diagnostic accuracy","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C188816634","wikidata":"https://www.wikidata.org/wiki/Q2113324","display_name":"Prospective cohort study","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.26989999413490295},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.25850000977516174}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.08448","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.08448","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.08448","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.08448","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7261738181114197,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Large":[0],"language":[1],"model":[2],"(LLM)-based":[3],"AI":[4,147,262],"systems":[5,20],"have":[6],"shown":[7],"promise":[8],"for":[9,60,211],"patient-facing":[10],"diagnostic":[11],"and":[12,55,99,102,105,125,143,193,196,204,216,218,225,237,257],"management":[13,197],"conversations":[14],"in":[15,26,122,181,231,263],"simulated":[16],"settings.":[17],"Translating":[18],"these":[19],"into":[21],"clinical":[22,52,106,271],"practice":[23],"requires":[24],"assessment":[25,190],"real-world":[27,265],"workflows":[28],"with":[29,64,151,161,185],"rigorous":[30],"safety":[31,98,116,219],"oversight.":[32],"We":[33,92],"report":[34],"a":[35,72,162,264],"prospective,":[36],"single-arm":[37],"feasibility":[38],"study":[39,251],"of":[40,57,183,191,220,243,260],"an":[41,81],"LLM-based":[42],"conversational":[43,97,261],"AI,":[44],"the":[45,96,172,232,253],"Articulate":[46],"Medical":[47],"Intelligence":[48],"Explorer":[49],"(AMIE),":[50],"conducting":[51],"history":[53],"taking":[54],"presentation":[56],"potential":[58],"diagnoses":[59],"patients":[61,79],"to":[62,86,94,110,129,131],"discuss":[63],"their":[65,90,144],"provider":[66],"at":[67,71],"urgent":[68],"care":[69,112],"appointments":[70],"leading":[73],"academic":[74],"medical":[75],"center.":[76],"100":[77],"adult":[78],"completed":[80],"AMIE":[82,152,192,230],"text-chat":[83],"interaction":[84],"up":[85],"5":[87],"days":[88],"before":[89],"appointment.":[91],"sought":[93],"assess":[95],"quality,":[100,207],"patient":[101],"clinician":[103],"experience,":[104],"reasoning":[107],"capabilities":[108],"compared":[109],"primary":[111],"providers":[113],"(PCPs).":[114],"Human":[115],"supervisors":[117],"monitored":[118],"all":[119],"patient-AMIE":[120],"interactions":[121],"real":[123],"time":[124],"did":[126],"not":[127],"need":[128],"intervene":[130],"stop":[132],"any":[133],"consultations":[134],"based":[135],"on":[136,165],"pre-defined":[137],"criteria.":[138],"Patients":[139],"reported":[140],"high":[141],"satisfaction":[142],"attitudes":[145],"towards":[146,270],"improved":[148],"after":[149],"interacting":[150],"(p":[153,213,222,234,240],"<":[154],"0.001).":[155],"PCPs":[156,228],"found":[157],"AMIE's":[158,167],"output":[159],"useful":[160],"positive":[163],"impact":[164],"preparedness.":[166],"differential":[168],"diagnosis":[169],"(DDx)":[170],"included":[171],"final":[173],"diagnosis,":[174],"per":[175],"chart":[176],"review":[177],"8":[178],"weeks":[179],"post-encounter,":[180],"90%":[182],"cases,":[184],"75%":[186],"top-3":[187],"accuracy.":[188],"Blinded":[189],"PCP":[194],"DDx":[195,203,212],"(Mx)":[198],"plans":[199],"suggested":[200],"similar":[201],"overall":[202],"Mx":[205,221],"plan":[206],"without":[208],"significant":[209],"differences":[210],"=":[214,223,235,241],"0.6)":[215],"appropriateness":[217],"0.1":[224],"1.0,":[226],"respectively).":[227],"outperformed":[229],"practicality":[233],"0.003)":[236],"cost":[238],"effectiveness":[239],"0.004)":[242],"Mx.":[244],"While":[245],"further":[246],"research":[247],"is":[248],"needed,":[249],"this":[250],"demonstrates":[252],"initial":[254],"feasibility,":[255],"safety,":[256],"user":[258],"acceptance":[259],"setting,":[266],"representing":[267],"crucial":[268],"steps":[269],"translation.":[272]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2026-03-11T00:00:00"}