{"id":"https://openalex.org/W4412848946","doi":"https://doi.org/10.1007/s10916-025-02234-8","title":"Understanding Clinician Perceptions of GenAI: A Mixed Methods Analysis of Clinical Documentation Tasks","display_name":"Understanding Clinician Perceptions of GenAI: A Mixed Methods Analysis of Clinical Documentation Tasks","publication_year":2025,"publication_date":"2025-08-02","ids":{"openalex":"https://openalex.org/W4412848946","doi":"https://doi.org/10.1007/s10916-025-02234-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/40751820"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-025-02234-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-025-02234-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10916-025-02234-8.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Medical Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10916-025-02234-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053537164","display_name":"David Fraile Navarro","orcid":"https://orcid.org/0000-0002-1108-7071"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"David Fraile Navarro","raw_affiliation_strings":["Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, 75 Talavera Road, Sydney, 2113, NSW, Australia. david.frailenavarro@mq.edu.au"],"affiliations":[{"raw_affiliation_string":"Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, 75 Talavera Road, Sydney, 2113, NSW, Australia. david.frailenavarro@mq.edu.au","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036989189","display_name":"A. Baki Kocaball\u0131","orcid":"https://orcid.org/0000-0002-8328-5317"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A. Baki Kocaballi","raw_affiliation_strings":["Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047191996","display_name":"Shlomo Berkovsky","orcid":"https://orcid.org/0000-0003-2638-4121"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shlomo Berkovsky","raw_affiliation_strings":["Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, 75 Talavera Road, Sydney, 2113, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, 75 Talavera Road, Sydney, 2113, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053537164"],"corresponding_institution_ids":[],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":1.7124,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87510148,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"49","issue":"1","first_page":"101","last_page":"101"},"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":0.9991000294685364,"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":0.9991000294685364,"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/T10350","display_name":"Electronic Health Records Systems","score":0.9972000122070312,"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"}},{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/health-informatics","display_name":"Health informatics","score":0.7950303554534912},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.7481415867805481},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5832967758178711},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41220778226852417},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34896355867385864},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3330164849758148},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.3068332076072693},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3049575984477997},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2957707345485687},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.18468868732452393}],"concepts":[{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.7950303554534912},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.7481415867805481},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5832967758178711},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41220778226852417},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34896355867385864},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3330164849758148},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.3068332076072693},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3049575984477997},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2957707345485687},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.18468868732452393},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"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":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004282","descriptor_name":"Documentation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004282","descriptor_name":"Documentation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004282","descriptor_name":"Documentation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004282","descriptor_name":"Documentation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"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":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057188","descriptor_name":"Workflow","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10916-025-02234-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-025-02234-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10916-025-02234-8.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:40751820","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40751820","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 medical systems","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12317912","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12317912","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12317912/pdf/10916_2025_Article_2234.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":"J Med Syst","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10916-025-02234-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-025-02234-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10916-025-02234-8.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Medical Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320591","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412848946.pdf","grobid_xml":"https://content.openalex.org/works/W4412848946.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1510833811","https://openalex.org/W1555168845","https://openalex.org/W1635961553","https://openalex.org/W1979290264","https://openalex.org/W1986984616","https://openalex.org/W1995423294","https://openalex.org/W2031952760","https://openalex.org/W2050426605","https://openalex.org/W2123179704","https://openalex.org/W2404369708","https://openalex.org/W2595764213","https://openalex.org/W2727650337","https://openalex.org/W2897608176","https://openalex.org/W2905136983","https://openalex.org/W2918341242","https://openalex.org/W2946775412","https://openalex.org/W2950888501","https://openalex.org/W2981115805","https://openalex.org/W2989925457","https://openalex.org/W3021091026","https://openalex.org/W3023680935","https://openalex.org/W3023945813","https://openalex.org/W3080958753","https://openalex.org/W3120976773","https://openalex.org/W3199469512","https://openalex.org/W4307444957","https://openalex.org/W4318931874","https://openalex.org/W4391213537","https://openalex.org/W4391995913","https://openalex.org/W4393386222","https://openalex.org/W4404637131","https://openalex.org/W4408226096","https://openalex.org/W6778883912"],"related_works":["https://openalex.org/W2618286804","https://openalex.org/W2329643025","https://openalex.org/W2002770077","https://openalex.org/W3131163342","https://openalex.org/W2092256833","https://openalex.org/W2142369114","https://openalex.org/W2361728394","https://openalex.org/W2166271660","https://openalex.org/W2352631095","https://openalex.org/W3038222916"],"abstract_inverted_index":{"This":[0],"mixed-methods":[1],"study":[2,52],"evaluated":[3,55],"clinicians'":[4],"user":[5,32],"experience":[6],"(UX)":[7],"with":[8,77,109,156,202],"Generative":[9],"AI":[10,231],"(GenAI)":[11],"in":[12,49,233],"Electronic":[13],"Health":[14],"Record":[15],"(EHR)":[16],"systems":[17],"across":[18],"three":[19,64],"clinical":[20,203],"documentation":[21,65],"tasks":[22,66],"(Information":[23],"Extraction,":[24],"Summarization,":[25],"and":[26,42,80,92,103,117,134,166,173,178,182,188,214,218],"Speech-to-Text)":[27],"at":[28,67],"varying":[29,68],"levels":[30],"of":[31,73,180,239],"supervision":[33],"(low,":[34],"medium,":[35],"high),":[36],"focusing":[37],"on":[38,84],"workflow":[39],"improvements,":[40],"safety,":[41,116],"acceptable":[43],"automation":[44,69,90,145,148,176,198,245],"levels.":[45,70],"Using":[46],"conceptual":[47],"prototyping":[48],"a":[50,82,224],"usability":[51],"framework,":[53],"we":[54],"how":[56],"incorporating":[57],"GenAI":[58,125],"into":[59],"EHR":[60,93,139,234],"could":[61],"support":[62],"the":[63,78,151,237],"A":[71],"total":[72],"38":[74],"clinicians":[75,191],"interacted":[76],"prototype":[79],"completed":[81],"questionnaire":[83],"task":[85,132],"relevance,":[86],"perceived":[87,115],"importance,":[88],"desired":[89],"level,":[91,153],"satisfaction.":[94],"Both":[95],"quantitative":[96],"(descriptive":[97],"statistics,":[98],"Kruskal-Wallis":[99],"tests,":[100],"Spearman":[101],"correlations)":[102],"qualitative":[104,163],"(thematic)":[105],"analyses":[106],"were":[107,136],"conducted":[108],"equal":[110],"priority":[111],"to":[112,124,199],"explore":[113],"preferences,":[114],"practical":[118],"requirements.":[119],"Clinicians":[120],"showed":[121],"positive":[122],"reception":[123],"integration,":[126],"particularly":[127],"for":[128,230],"streamlining":[129],"documentation.":[130],"While":[131,190],"relevance":[133],"importance":[135,238],"strongly":[137],"correlated,":[138],"satisfaction":[140],"did":[141],"not":[142],"significantly":[143],"predict":[144],"acceptance.":[146],"Medium":[147],"emerged":[149,161],"as":[150],"preferred":[152],"considered":[154],"\"safe":[155],"caution\".":[157],"Five":[158],"key":[159],"themes":[160],"from":[162],"analysis:":[164],"efficiency":[165,201],"quality":[167],"benefits;":[168],"system":[169],"reliability":[170],"concerns;":[171],"safety":[172,209],"medico-legal":[174,219],"considerations;":[175],"bias":[177],"loss":[179],"nuance;":[181],"deployment":[183],"requirements":[184],"including":[185],"adjustable":[186],"settings":[187],"oversight.":[189],"welcome":[192],"GenAI-driven":[193],"documentation,":[194],"they":[195],"prefer":[196],"moderate":[197],"balance":[200],"control.":[204],"Successful":[205],"integration":[206,232],"requires":[207],"addressing":[208],"concerns,":[210],"conducting":[211],"real-world":[212],"trials,":[213],"mitigating":[215],"potential":[216],"biases":[217],"challenges.":[220],"These":[221],"findings":[222],"suggest":[223],"cautious":[225],"but":[226],"optimistic":[227],"path":[228],"forward":[229],"systems,":[235],"emphasizing":[236],"maintaining":[240],"clinician":[241],"oversight":[242],"while":[243],"leveraging":[244],"benefits.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-04-24T08:23:43.765630","created_date":"2025-10-10T00:00:00"}
