{"id":"https://openalex.org/W4388034751","doi":"https://doi.org/10.1371/journal.pone.0293576","title":"Ethical and legal implications of implementing risk algorithms for early detection and screening for oesophageal cancer, now and in the future","display_name":"Ethical and legal implications of implementing risk algorithms for early detection and screening for oesophageal cancer, now and in the future","publication_year":2023,"publication_date":"2023-10-30","ids":{"openalex":"https://openalex.org/W4388034751","doi":"https://doi.org/10.1371/journal.pone.0293576","pmid":"https://pubmed.ncbi.nlm.nih.gov/37903120","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10615292"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pone.0293576","doi":"https://doi.org/10.1371/journal.pone.0293576","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0293576","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0293576&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0293576&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072213043","display_name":"Tanya Brigden","orcid":"https://orcid.org/0000-0002-8416-1754","observed_orcids":["https://orcid.org/0000-0002-8416-1754"]},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210118591","display_name":"PHG Foundation","ror":"https://ror.org/02cybaz37","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210118591"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Tanya Brigden","raw_affiliation_strings":["PHG Foundation, University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-8416-1754","affiliations":[{"raw_affiliation_string":"PHG Foundation, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210118591"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Colin Mitchell","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210118591","display_name":"PHG Foundation","ror":"https://ror.org/02cybaz37","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210118591"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Colin Mitchell","raw_affiliation_strings":["PHG Foundation, University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PHG Foundation, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210118591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024457354","display_name":"Elizabeth Redrup Hill","orcid":"https://orcid.org/0000-0002-3987-2872","observed_orcids":["https://orcid.org/0000-0002-3987-2872"]},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210118591","display_name":"PHG Foundation","ror":"https://ror.org/02cybaz37","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210118591"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Elizabeth Redrup Hill","raw_affiliation_strings":["PHG Foundation, University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-3987-2872","affiliations":[{"raw_affiliation_string":"PHG Foundation, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210118591"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009870098","display_name":"Alison Hall","orcid":"https://orcid.org/0000-0001-6605-4675","observed_orcids":["https://orcid.org/0000-0001-6605-4675"]},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210118591","display_name":"PHG Foundation","ror":"https://ror.org/02cybaz37","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210118591"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alison Hall","raw_affiliation_strings":["PHG Foundation, University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PHG Foundation, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210118591"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072213043"],"corresponding_institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210118591"],"apc_list":{"value":1805,"currency":"USD","value_usd":1805},"apc_paid":{"value":1805,"currency":"USD","value_usd":1805},"fwci":1.9228,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.85043068,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"18","issue":"10","first_page":"e0293576","last_page":"e0293576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10619","display_name":"Esophageal Cancer Research and Treatment","score":0.8452000021934509,"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"}},"topics":[{"id":"https://openalex.org/T10619","display_name":"Esophageal Cancer Research and Treatment","score":0.8452000021934509,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.05130000039935112,"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/T13147","display_name":"Ethics and bioethics in healthcare","score":0.014399999752640724,"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/esophageal-cancer","display_name":"esophageal cancer","score":0.9879999756813049},{"id":"https://openalex.org/keywords/barrett-s-esophagus","display_name":"Barrett's esophagus","score":0.9629999995231628},{"id":"https://openalex.org/keywords/risk-prediction-algorithm","display_name":"risk prediction algorithm","score":0.9369999766349792},{"id":"https://openalex.org/keywords/early-cancer-detection","display_name":"early cancer detection","score":0.7509999871253967},{"id":"https://openalex.org/keywords/targeted-screening","display_name":"targeted screening","score":0.6010000109672546},{"id":"https://openalex.org/keywords/cytosponge","display_name":"Cytosponge","score":0.9729999899864197},{"id":"https://openalex.org/keywords/risk-communication","display_name":"risk communication","score":0.6370000243186951},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.9639999866485596},{"id":"https://openalex.org/keywords/health-disparities","display_name":"health disparities","score":0.8199999928474426},{"id":"https://openalex.org/keywords/implementation-barriers","display_name":"implementation barriers","score":0.5649999976158142},{"id":"https://openalex.org/keywords/primary-care","display_name":"primary care","score":0.8090000152587891}],"concepts":[{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.4978623390197754},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.48956093192100525},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4701557159423828},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4353756010532379},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.4279046654701233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3407917022705078},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20508453249931335},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001471","descriptor_name":"Barrett Esophagus","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004938","descriptor_name":"Esophageal Neoplasms","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1371/journal.pone.0293576","doi":"https://doi.org/10.1371/journal.pone.0293576","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0293576","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0293576&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10615292","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10615292","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10615292/pdf/pone.0293576.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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS One","raw_type":"Text"},{"id":"pmid:37903120","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37903120","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,"listed_in":[],"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":"PloS one","raw_type":"Journal Article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/358693","doi":null,"is_oa":true,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/358693","pdf_url":"https://www.repository.cam.ac.uk/bitstreams/651ea3cf-daed-4a61-9954-2c574c67dd17/download","source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"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":"Article"},{"id":"pmh:oai:RePEc:plo:pone00:0293576","doi":null,"is_oa":false,"landing_page_url":"https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0293576","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:4f6ba8c133d0440babb5326ada707e50","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/4f6ba8c133d0440babb5326ada707e50","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS ONE, Vol 18, Iss 10 (2023)","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:e702e0d8fbd04931be4054df8c9b3531","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/e702e0d8fbd04931be4054df8c9b3531","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS ONE, Vol 18, Iss 10, p e0293576 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1371/journal.pone.0293576","doi":"https://doi.org/10.1371/journal.pone.0293576","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0293576","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0293576&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.98580002784729,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G8146546982","display_name":null,"funder_award_id":"41662","funder_id":"https://openalex.org/F4320335087","funder_display_name":"Innovate UK"}],"funders":[{"id":"https://openalex.org/F4320319985","display_name":"Cancer Research UK","ror":"https://ror.org/054225q67"},{"id":"https://openalex.org/F4320335087","display_name":"Innovate UK","ror":"https://ror.org/05ar5fy68"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388034751.pdf","grobid_xml":"https://content.openalex.org/works/W4388034751.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1993857339","https://openalex.org/W2025232681","https://openalex.org/W2055838663","https://openalex.org/W2116609513","https://openalex.org/W2117981040","https://openalex.org/W2125681184","https://openalex.org/W2130933622","https://openalex.org/W2138851503","https://openalex.org/W2147549707","https://openalex.org/W2158690779","https://openalex.org/W2183862653","https://openalex.org/W2317053382","https://openalex.org/W2542706309","https://openalex.org/W2588991136","https://openalex.org/W2602926617","https://openalex.org/W2618596952","https://openalex.org/W2774029793","https://openalex.org/W2816610727","https://openalex.org/W2905536856","https://openalex.org/W2910044313","https://openalex.org/W2973153606","https://openalex.org/W3001818449","https://openalex.org/W3046123038","https://openalex.org/W3081287754","https://openalex.org/W3083497411","https://openalex.org/W3092657136","https://openalex.org/W3131400909","https://openalex.org/W3152926200","https://openalex.org/W3177959273","https://openalex.org/W3199288268","https://openalex.org/W3199794219","https://openalex.org/W3201642119","https://openalex.org/W4205296046","https://openalex.org/W4206201539","https://openalex.org/W4233136278","https://openalex.org/W4281771503","https://openalex.org/W4296564554","https://openalex.org/W4306366853","https://openalex.org/W4308731942","https://openalex.org/W4318070843","https://openalex.org/W4321766571","https://openalex.org/W4324085832","https://openalex.org/W4385824092"],"related_works":["https://openalex.org/W4385824092","https://openalex.org/W4214764445","https://openalex.org/W2891195522","https://openalex.org/W4285083968","https://openalex.org/W3138266769","https://openalex.org/W1996512924","https://openalex.org/W4379093339","https://openalex.org/W2132137210","https://openalex.org/W2034247251","https://openalex.org/W3203692809"],"abstract_inverted_index":{"BACKGROUND:":[0],"Oesophageal":[1],"cancer":[2,41,106,163],"has":[3],"significant":[4,212],"morbidity":[5],"and":[6,28,69,75,92,127,129,141,147,152,159,196,229,241,277],"mortality":[7],"but":[8,206],"late":[9],"diagnosis":[10],"is":[11],"common":[12],"since":[13],"early":[14],"signs":[15],"of":[16,45,99,272],"disease":[17],"are":[18,64,210],"frequently":[19],"misinterpreted.":[20],"Project":[21],"DELTA":[22],"aims":[23],"to":[24,67,78,96,161,220,264,278],"enable":[25],"earlier":[26],"detection":[27,240],"treatment":[29],"through":[30],"targeted":[31,116],"screening":[32],"using":[33,217,273],"a":[34,56,100,124,211,291],"novel":[35],"risk":[36,43,101,143,164,172,190,202,222,227,247,266,275],"prediction":[37,102,165,248],"algorithm":[38],"for":[39,50,84,104,186,201,286],"oesophageal":[40,105],"(incorporating":[42],"factors":[44],"Barrett's":[46,85],"oesophagus":[47],"including":[48,138,192],"prescriptions":[49],"acid-reducing":[51],"medications":[52],"(CanPredict)),":[53],"together":[54],"with":[55,121,256],"non-invasive,":[57],"low-cost":[58,257],"sampling":[59],"device":[60],"(CytospongeTM).":[61],"However,":[62,235],"there":[63],"many":[65,136],"barriers":[66],"implementation,":[68],"this":[70],"paper":[71],"identifies":[72],"key":[73],"ethical":[74,91,128],"legal":[76,93,130],"challenges":[77,215],"implementing":[79],"these":[80,236],"personalised":[81],"prevention":[82],"strategies":[83,200,237,268],"oesophagus/oesophageal":[86],"cancer.":[87],"METHODS:":[88],"To":[89],"identify":[90],"issues":[94,137],"relevant":[95],"the":[97],"deployment":[98,230],"tool":[103],"into":[107,226],"primary":[108],"care,":[109],"we":[110],"adopted":[111],"an":[112],"interdisciplinary":[113],"approach,":[114],"incorporating":[115,224,246],"informal":[117],"literature":[118],"reviews,":[119],"interviews":[120],"expert":[122],"collaborators,":[123],"multidisciplinary":[125],"workshop":[126],"analysis.":[131],"RESULTS:":[132],"Successful":[133],"implementation":[134],"raises":[135],"ensuring":[139,167],"transparency":[140,205],"effective":[142],"communication;":[144],"addressing":[145],"bias":[146,195],"inequity;":[148],"managing":[149],"resources":[150],"appropriately":[151],"avoiding":[153,207],"exceptionalism.":[154],"Clinicians":[155],"will":[156],"need":[157],"support":[158],"training":[160],"use":[162],"algorithms,":[166,191,276],"that":[168,269],"they":[169],"understand":[170],"how":[171],"algorithms":[173,249],"supplement":[174],"rather":[175],"than":[176],"replace":[177],"medical":[178],"decision-making.":[179],"Workshop":[180],"participants":[181],"had":[182],"concerns":[183],"about":[184,284],"liability":[185,285],"harms":[187,287],"arising":[188,288],"from":[189,193],"potential":[194],"inequitable":[197],"implementation.":[198,281],"Determining":[199],"communication":[203,267],"enabling":[204],"exceptionalist":[208],"approaches":[209],"challenge.":[213],"Future":[214],"include":[216],"artificial":[218],"intelligence":[219],"bolster":[221],"assessment,":[223],"genomics":[225],"tools,":[228],"by":[231],"non-health":[232],"professional":[233],"users.":[234],"could":[238],"improve":[239],"outcomes.":[242],"CONCLUSIONS:":[243],"Novel":[244],"pathways":[245],"hold":[250],"considerable":[251],"promise,":[252],"especially":[253],"when":[254],"combined":[255],"sampling.":[258],"However":[259],"immediate":[260],"priorities":[261],"should":[262,289],"be":[263,290],"develop":[265],"take":[270],"account":[271],"validated":[274],"ensure":[279],"equitable":[280],"Resolving":[282],"questions":[283],"longer-term":[292],"objective.":[293]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-11-01T00:00:00"}