{"id":"https://openalex.org/W7203443348","doi":"https://doi.org/10.56238/sevened2026.026-078","title":"INTELIG\u00caNCIA ARTIFICIAL NA TOMADA DE DECIS\u00c3O EM SA\u00daDE: ENTRE A PRECIS\u00c3O ALGOR\u00cdTMICA E O JULGAMENTO CL\u00cdNICO","display_name":"INTELIG\u00caNCIA ARTIFICIAL NA TOMADA DE DECIS\u00c3O EM SA\u00daDE: ENTRE A PRECIS\u00c3O ALGOR\u00cdTMICA E O JULGAMENTO CL\u00cdNICO","publication_year":2026,"publication_date":"2026-08-14","ids":{"openalex":"https://openalex.org/W7203443348","doi":"https://doi.org/10.56238/sevened2026.026-078"},"language":"pt","primary_location":{"id":"doi:10.56238/sevened2026.026-078","doi":"https://doi.org/10.56238/sevened2026.026-078","is_oa":true,"landing_page_url":"https://doi.org/10.56238/sevened2026.026-078","pdf_url":"https://sevenpubl.com.br/editora/article/download/10854/16805","source":{"id":"https://openalex.org/S4306489615","display_name":"Seven Editora eBooks","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":"ebook platform"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entre \u00c1reas e Saberes: Abordagens Multidisciplinares na Pesquisa Cient\u00edfica","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7167258222","display_name":"Entre \u00c1reas e Saberes: Abordagens Multidisciplinares na Pesquisa Cient\u00edfica"},"type":"book-chapter","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://sevenpubl.com.br/editora/article/download/10854/16805","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080144274","display_name":"Ana Glace Magalh\u00e3es de Macedo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ana Glace Magalh\u00e3es de Macedo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066569037","display_name":"Ciro Gadelha Queiroga","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ciro Gadelha Queiroga","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090902586","display_name":"Denise Gir\u00e3o Limaverde Lima","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Denise Gir\u00e3o Limaverde Lima","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023039806","display_name":"GLAUCIANO DE OLIVEIRA FERREIRA","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Glauciano de Oliveira Ferreira","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090203511","display_name":"Lu\u00eds Felipe Monteiro de Sousa Macedo","orcid":"https://orcid.org/0000-0002-7855-7461","observed_orcids":["https://orcid.org/0000-0002-7855-7461"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luis Felipe Monteiro de Sousa Macedo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122009430","display_name":"Mainna Souza Cavalcante","orcid":"https://orcid.org/0009-0002-5782-7271","observed_orcids":["https://orcid.org/0009-0002-5782-7271"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mainna Souza Cavalcante","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090023795","display_name":"Marcela Maria Sousa Colares","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3130695932","display_name":"University for International Integration of the Afro-Brazilian Lusophony","ror":"https://ror.org/02p928v94","country_code":"BR","type":"education","lineage":["https://openalex.org/I3130695932"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcela Maria Sousa Colares","raw_affiliation_strings":["Universidade da Integra\u00e7\u00e3o Internacional da Lusofonia Afro-Brasileira (UNILAB"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade da Integra\u00e7\u00e3o Internacional da Lusofonia Afro-Brasileira (UNILAB","institution_ids":["https://openalex.org/I3130695932"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101213171","display_name":"Marciana Holanda Lima","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marciana Holanda Lima","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121983830","display_name":"Tereza Kilza Saraiva do Amaral Oliveira da Silva","orcid":"https://orcid.org/0009-0000-6835-2895","observed_orcids":["https://orcid.org/0009-0000-6835-2895"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tereza Kilza Saraiva do Amaral Oliveira da Silva","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114086758","display_name":"Valesca Paes de Albuquerque Vieira","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valesca Paes de Albuquerque Vieira","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5147141142","display_name":"Veronica Melo Benevides Queiroga","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Veronica Melo Benevides Queiroga","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.67633929,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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":1.0,"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":1.0,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":9.999999747378752e-05,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence-in-healthcare","display_name":"artificial intelligence in healthcare","score":0.7919999957084656},{"id":"https://openalex.org/keywords/clinical-decision-making","display_name":"clinical decision-making","score":0.8790000081062317},{"id":"https://openalex.org/keywords/clinical-judgment","display_name":"clinical judgment","score":0.9679999947547913},{"id":"https://openalex.org/keywords/digital-health","display_name":"digital health","score":0.8679999709129333},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.6480000019073486},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.9049999713897705},{"id":"https://openalex.org/keywords/model-transparency","display_name":"model transparency","score":0.6510000228881836},{"id":"https://openalex.org/keywords/human-oversight","display_name":"human oversight","score":0.5389999747276306},{"id":"https://openalex.org/keywords/ai-ethics","display_name":"AI ethics","score":0.753000020980835},{"id":"https://openalex.org/keywords/quality-of-care","display_name":"quality of care","score":0.8429999947547913},{"id":"https://openalex.org/keywords/healthcare-management","display_name":"health management","score":0.5139999985694885},{"id":"https://openalex.org/keywords/data-quality","display_name":"data quality","score":0.5860000252723694},{"id":"https://openalex.org/keywords/human-ai-collaboration","display_name":"human-AI collaboration","score":0.6039999723434448},{"id":"https://openalex.org/keywords/trust-in-ai","display_name":"trust in AI","score":0.34700000286102295},{"id":"https://openalex.org/keywords/responsible-ai-implementation","display_name":"responsible AI deployment","score":0.35199999809265137}],"concepts":[{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3801000118255615},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3702999949455261},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.26899999380111694},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24779999256134033},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.24699999392032623},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.24040000140666962},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.2393999993801117},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2199999988079071},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.21690000593662262}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.56238/sevened2026.026-078","doi":"https://doi.org/10.56238/sevened2026.026-078","is_oa":true,"landing_page_url":"https://doi.org/10.56238/sevened2026.026-078","pdf_url":"https://sevenpubl.com.br/editora/article/download/10854/16805","source":{"id":"https://openalex.org/S4306489615","display_name":"Seven Editora eBooks","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":"ebook platform"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entre \u00c1reas e Saberes: Abordagens Multidisciplinares na Pesquisa Cient\u00edfica","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.56238/sevened2026.026-078","doi":"https://doi.org/10.56238/sevened2026.026-078","is_oa":true,"landing_page_url":"https://doi.org/10.56238/sevened2026.026-078","pdf_url":"https://sevenpubl.com.br/editora/article/download/10854/16805","source":{"id":"https://openalex.org/S4306489615","display_name":"Seven Editora eBooks","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":"ebook platform"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entre \u00c1reas e Saberes: Abordagens Multidisciplinares na Pesquisa Cient\u00edfica","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.9391000270843506,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7203443348.pdf","grobid_xml":"https://content.openalex.org/works/W7203443348.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7218218313","https://openalex.org/W7219964234","https://openalex.org/W7162783445","https://openalex.org/W7203902121","https://openalex.org/W7162291140","https://openalex.org/W4395102677","https://openalex.org/W3002713037","https://openalex.org/W7214912712","https://openalex.org/W7220869462","https://openalex.org/W7163178599"],"abstract_inverted_index":{"Objetivo:":[0],"refletir":[1,730,839],"criticamente":[2,840],"sobre":[3,37,731,754,841,992,1161,1181,1269,1388],"o":[4,23,38,120,172,195,365,450,457,713,842,904,921,1104,1182,1270],"uso":[5,39,843,922],"da":[6,40,72,108,487,557,563,679,734,761,812,814,817,825,844,865,923,958,979,984,1076,1124,1144,1164,1226,1272,1288,1301,1313,1346],"intelig\u00eancia":[7,41,55,102,202,228,276,845,1077],"artificial":[8,42,103,203,277,846],"na":[9,43,243,257,292,489,706,781,847,869,925,934,1166,1236,1274,1315],"tomada":[10,44,109,213,230,349,738,848,926,1086,1167,1275],"de":[11,28,31,34,45,74,110,154,178,214,221,231,287,297,300,308,323,335,350,371,375,380,407,422,444,459,466,513,521,555,574,592,602,619,645,739,748,791,827,849,875,884,909,912,915,927,938,963,974,1006,1029,1048,1083,1087,1113,1116,1122,1130,1134,1168,1207,1250,1276,1309,1321,1329,1344,1356],"decis\u00e3o":[12,46,111,215,237,351,740,850,928,1088,1169,1277],"em":[13,47,50,64,112,197,216,332,339,352,360,470,600,611,741,822,851,929,981,1095,1170,1174,1196,1278,1283,1348],"sa\u00fade,":[14,48,217,288,353,742,852,866,876,1171,1251,1279,1322,1349],"considerando":[15,80,743,952,976],"a":[16,19,70,84,87,92,97,101,131,138,163,167,182,185,201,212,275,321,354,369,373,378,405,420,442,464,485,523,530,533,550,553,561,568,587,598,664,702,709,717,721,737,755,759,763,767,773,900,970,977,993,1046,1053,1066,1162,1243,1246,1252,1256,1267],"tens\u00e3o":[17,704],"entre":[18,708,899,1216],"precis\u00e3o":[20,117,168,593,710,901],"algor\u00edtmica":[21,169,711,902],"e":[22,60,78,91,126,128,157,189,225,265,295,317,377,413,415,437,447,463,497,515,532,538,567,632,640,668,678,687,712,720,766,780,794,803,824,872,883,890,903,936,942,988,996,1031,1039,1062,1072,1085,1101,1132,1151,1159,1177,1185,1187,1194,1199,1211,1220,1239,1255,1297,1308,1318,1333,1338,1343,1354,1371,1386,1392],"julgamento":[24,173,626,714,835,905],"cl\u00ednico.":[25,836,906],"M\u00e9todo:":[26],"trata-se":[27],"um":[29,246,629,910,1114],"estudo":[30,810,911],"reflex\u00e3o":[32,67,98,913,932],"te\u00f3rica,":[33,914],"natureza":[35,916],"anal\u00edtico-cr\u00edtica,":[36,917],"fundamentado":[49],"referenciais":[51,1070,1093,1218],"te\u00f3ricos":[52,1071],"relacionados":[53,886,1190],"\u00e0":[54,57,144,148,152,158,236,267,311,313,318,577,788,832,887,945,986,1010,1018,1023,1027,1191,1325],"artificial,":[56,1078],"sa\u00fade":[58,113,233,244,490,612,823,987,1079,1227],"digital":[59,242,960],"aos":[61,819,1298,1339],"processos":[62,124,417,820,858,950,1021,1292,1328],"decis\u00f3rios":[63,821],"sa\u00fade.":[65,198,930,964],"A":[66,240,931,998,1041,1090,1201],"foi":[68,1002,1044,1119,1139,1203],"constru\u00edda":[69],"partir":[71,1047],"problematiza\u00e7\u00e3o":[73,937],"aspectos":[75,659,1189,1351],"\u00e9ticos,":[76,881,1341],"t\u00e9cnicos":[77],"assistenciais,":[79],"suas":[81,854,860,867,1172,1240],"implica\u00e7\u00f5es":[82,733,940,1241,1393],"para":[83,130,210,284,364,736,798,856,919,1036,1052,1103,1242,1290],"pr\u00e1tica":[85,578,870,994,1244,1316],"profissional,":[86,184,637],"gest\u00e3o":[88,1247],"dos":[89,133,146,150,247,424,525,559,571,658,666,675,757,961,1020,1074,1248,1327,1367],"servi\u00e7os":[90,261,874,1249,1320],"qualidade":[93,145,760,1257],"do":[94,251,565,670,723,834,972,1000,1025,1055,1258],"cuidado.":[95,724,1259],"Resultados:":[96],"evidenciou":[99],"que":[100,137,166,193,219,499,528,634,683,894,1153],"tem":[104,356],"ampliado":[105,357],"as":[106,539,609,732,1221],"possibilidades":[107,454],"ao":[114,315,367,455,604,617,897],"favorecer":[115],"maior":[116],"anal\u00edtica,":[118],"apoiar":[119],"racioc\u00ednio":[121,638],"cl\u00ednico,":[122,174,715],"otimizar":[123,404],"assistenciais":[125,1176],"gerenciais":[127],"contribuir":[129],"efici\u00eancia":[132,1331],"servi\u00e7os.":[134],"Entretanto,":[135],"identificou-se":[136],"confiabilidade":[139,547,1011],"das":[140,187,642,672,769,795,1012,1107,1373],"respostas":[141,1013],"permanece":[142],"condicionada":[143],"dados,":[147,560,1357],"transpar\u00eancia":[149,1019],"modelos,":[151,1368],"mitiga\u00e7\u00e3o":[153],"vieses":[155,510,1363],"algor\u00edtmicos":[156],"supervis\u00e3o":[159],"humana.":[160],"Nesse":[161,273,1229],"contexto,":[162,274],"an\u00e1lise":[164,935,1156,1202],"revelou":[165],"n\u00e3o":[170,461,613,688,744,1118,1138],"substitui":[171],"mas":[175,750,1147],"deve":[176],"atuar":[177],"forma":[179,222,258,309],"complementar,":[180],"preservando":[181,716],"experi\u00eancia":[183,636],"contextualiza\u00e7\u00e3o":[186],"decis\u00f5es":[188,337,536,610,1374],"os":[190,260,285,505,509,857,879,1179,1188,1217,1291,1389],"princ\u00edpios":[191,676],"\u00e9ticos":[192,677],"orientam":[194],"cuidado":[196],"Considera\u00e7\u00f5es":[199],"finais:":[200],"configura-se,":[204],"portanto,":[205],"como":[206,259,280,449,878,1264,1352],"uma":[207,281,799,1141,1155,1208,1383],"ferramenta":[208],"estrat\u00e9gica":[209,283],"qualificar":[211],"desde":[218],"incorporada":[220],"cr\u00edtica,":[223,1157],"\u00e9tica":[224,765,1195],"respons\u00e1vel.":[226],"Descritores:":[227],"artificial;":[229],"decis\u00f5es;":[232],"digital;":[234],"apoio":[235,603,1334],"cl\u00ednica.":[238,548,1089],"INTRODU\u00c7\u00c3O":[239],"transforma\u00e7\u00e3o":[241,959],"constitui":[245,628],"fen\u00f4menos":[248],"mais":[249],"relevantes":[250,469],"s\u00e9culo":[252],"XXI,":[253],"promovendo":[254],"mudan\u00e7as":[255],"estruturais":[256],"s\u00e3o":[262,330,689],"organizados,":[263],"geridos":[264],"ofertados":[266],"sociedade":[268],"(Quilezi":[269],"et":[270,345,384,393,397,427,431,622,654,698],"al.,":[271,346,385,394,398,428,432,623,655,699],"2025).":[272,347,399,624,656,700],"(IA)":[278],"destaca-se":[279],"tecnologia":[282],"sistemas":[286,543,572,962,1016,1377],"impulsionada":[289],"pelos":[290],"avan\u00e7os":[291,776],"extra\u00e7\u00e3o,":[293],"armazenamento":[294],"processamento":[296,458,618],"grandes":[298],"volumes":[299],"dados":[301,328,460,520,620,1030,1084],"(Bernasiuk;":[302,341],"Sarlet,":[303,342],"2024).":[304,481],"Sua":[305],"incorpora\u00e7\u00e3o":[306,486,576,816],"ocorre":[307],"transversal":[310],"assist\u00eancia,":[312,762],"gest\u00e3o,":[314],"ensino":[316],"pesquisa,":[319],"favorecendo":[320],"integra\u00e7\u00e3o":[322,707,800],"ecossistemas":[324],"digitais":[325],"nos":[326,519,862,873,949,1303,1319],"quais":[327],"cl\u00ednicos":[329],"convertidos":[331],"informa\u00e7\u00f5es":[333,1358],"capazes":[334,512],"subsidiar":[336,1065],"fundamentadas":[338],"evid\u00eancias":[340,643],"2024;":[343,386,429],"Quilezi":[344],"Na":[348],"IA":[355,488,588,735,818,924,980,1165,1273,1289,1302,1314,1347],"sua":[358,501,546,575,888,953,1096,1197,1281],"participa\u00e7\u00e3o":[359],"diferentes":[361,863,982,1233,1299],"contextos,":[362],"contribuindo":[363],"suporte":[366],"diagn\u00f3stico,":[368],"estratifica\u00e7\u00e3o":[370],"risco,":[372],"elabora\u00e7\u00e3o":[374],"progn\u00f3sticos":[376],"personaliza\u00e7\u00e3o":[379],"estrat\u00e9gias":[381],"terap\u00eauticas":[382],"(Khosravi":[383,426],"Zhang,":[387,434,478],"2023;":[388,391,435,477,479],"Bragazzi;":[389,475],"Garbarino,":[390,476],"Fadul":[392,430],"2025;":[395,433,474,652,696],"Esnaashari":[396],"No":[400],"\u00e2mbito":[401],"gerencial,":[402,1306],"possibilita":[403],"aloca\u00e7\u00e3o":[406],"recursos,":[408],"prever":[409],"demandas":[410],"por":[411,493,542,692,1015,1205,1376],"leitos":[412],"equipes":[414],"automatizar":[416],"administrativos,":[418],"reduzindo":[419],"sobrecarga":[421],"trabalho":[423],"profissionais":[425],"Kwon":[436],"Kim,":[438],"2026).":[439,583],"Al\u00e9m":[440,657],"disso,":[441],"emerg\u00eancia":[443],"modelos":[445,526,601],"generativos":[446],"conversacionais,":[448],"ChatGPT,":[451],"estendeu":[452],"essas":[453],"viabilizar":[456],"estruturados":[462],"produ\u00e7\u00e3o":[465,1145],"conte\u00fados":[467],"clinicamente":[468],"tempo":[471],"real":[472],"(Doreswamy,":[473],"Reddy,":[480],"Apesar":[482],"desse":[483,726],"potencial,":[484],"\u00e9":[491],"acompanhada":[492],"limita\u00e7\u00f5es":[494],"t\u00e9cnicas,":[495],"\u00e9ticas":[496,1061],"regulat\u00f3rias":[498],"desafiam":[500],"implementa\u00e7\u00e3o":[502,889,1198],"segura.":[503],"Entre":[504],"principais":[506],"obst\u00e1culos":[507],"destacam-se":[508],"algor\u00edtmicos,":[511,1022,1364],"reproduzir":[514],"ampliar":[516],"desigualdades":[517],"presentes":[518,1235],"treinamento,":[522],"opacidade":[524],"complexos,":[527],"dificulta":[529],"interpreta\u00e7\u00e3o":[531,641],"responsabiliza\u00e7\u00e3o":[534,1372],"pelas":[535],"automatizadas,":[537],"alucina\u00e7\u00f5es":[540],"produzidas":[541],"generativos,":[544],"comprometendo":[545],"Somam-se":[549],"esses":[551],"desafios":[552,880,1340],"necessidade":[554,826],"prote\u00e7\u00e3o":[556,1028,1355],"privacidade":[558,1353],"garantia":[562],"seguran\u00e7a":[564,722,1024,1193],"paciente":[566],"valida\u00e7\u00e3o":[569],"local":[570],"antes":[573],"assistencial":[579],"(Soares;":[580],"Chiavegatto":[581],"Filho,":[582],"Desse":[584],"modo,":[585],"embora":[586],"alcance":[589],"elevados":[590],"n\u00edveis":[591],"estat\u00edstica,":[594],"com":[595,969],"acur\u00e1cia":[596],"superior":[597],"87%":[599],"diagn\u00f3stico":[605],"(Duo;":[606,650,694],"Ren\u00f3,":[607,651,695],"2025),":[608],"podem":[614],"ser":[615],"reduzidas":[616],"(Vitorino":[621],"O":[625,965,1136,1260],"cl\u00ednico":[627,639],"processo":[630,662,1261],"din\u00e2mico":[631],"reflexivo":[633,1262],"integra":[635],"diante":[644],"contextos":[646,864,1175,1304],"marcados":[647],"pela":[648,1004],"incerteza":[649],"Vitorino":[653,697],"t\u00e9cnicos,":[660],"esse":[661],"envolve":[663],"considera\u00e7\u00e3o":[665],"valores":[667],"prefer\u00eancias":[669],"paciente,":[671,1026],"condi\u00e7\u00f5es":[673,796],"socioculturais,":[674],"comunica\u00e7\u00e3o":[680],"emp\u00e1tica,":[681],"dimens\u00f5es":[682,1059],"permanecem":[684,785],"inerentemente":[685],"humanas":[686],"integralmente":[690],"reproduzidas":[691],"algoritmos":[693],"Assim,":[701,837],"principal":[703],"reside":[705],"autonomia":[718,756,1369],"profissional":[719,871,1184,1317,1370],"Diante":[725],"cen\u00e1rio,":[727],"torna-se":[728],"necess\u00e1rio":[729],"apenas":[745],"seus":[746,752,792,829,989],"ganhos":[747],"efici\u00eancia,":[749],"tamb\u00e9m":[751],"impactos":[753,1180],"profissionais,":[758,1037],"responsabilidade":[764],"governan\u00e7a":[768,885,1253,1345],"tecnologias":[770,948,1035],"digitais.":[771],"Embora":[772],"literatura":[774,1125,1237],"demonstre":[775],"expressivos":[777],"no":[778,805,893,956,1224],"desenvolvimento":[779],"aplica\u00e7\u00e3o":[782,1282],"dessas":[783,947,1034],"ferramentas,":[784],"lacunas":[786],"relacionadas":[787,944,1009,1285],"compreens\u00e3o":[789,1054,1268],"cr\u00edtica":[790,1385],"limites":[793,830],"necess\u00e1rias":[797],"respons\u00e1vel,":[801],"transparente":[802],"centrada":[804],"paciente.":[806],"Nessa":[807],"perspectiva,":[808],"este":[809],"parte":[811],"problem\u00e1tica":[813],"crescente":[815,954],"compreender":[828],"frente":[831],"complexidade":[833],"objetivou-se":[838],"analisando":[853],"contribui\u00e7\u00f5es":[855,1149,1287],"decis\u00f3rios,":[859,951],"aplica\u00e7\u00f5es":[861,1173,1295],"repercuss\u00f5es":[868,1033,1312],"bem":[877],"regulat\u00f3rios":[882,1342],"utiliza\u00e7\u00e3o,":[891],"mormente":[892],"se":[895,1111],"refere":[896],"equil\u00edbrio":[898],"M\u00c9TODO":[907],"Trata-se":[908],"elaborado":[918],"discutir":[920],"fundamentou-se":[933],"conceitos,":[939],"t\u00e9cnico-assistenciais":[941],"perspectivas":[943,1234],"inser\u00e7\u00e3o":[946],"relev\u00e2ncia":[955,1097],"contexto":[957],"percurso":[966],"metodol\u00f3gico":[967],"iniciou-se":[968],"delimita\u00e7\u00e3o":[971],"objeto":[973],"reflex\u00e3o,":[975,1067,1117],"expans\u00e3o":[978],"cen\u00e1rios":[983],"aten\u00e7\u00e3o":[985],"potenciais":[990],"efeitos":[991],"cl\u00ednica":[995],"gerencial.":[997],"defini\u00e7\u00e3o":[999],"tema":[1001],"orientada":[1003],"identifica\u00e7\u00e3o":[1005],"quest\u00f5es":[1007],"contempor\u00e2neas":[1008],"geradas":[1014],"inteligentes,":[1017],"\u00e0s":[1032,1286,1294,1311,1335],"gestores":[1038],"usu\u00e1rios.":[1040],"estrutura":[1042],"argumentativa":[1043],"organizada":[1045],"eixos":[1049],"tem\u00e1ticos":[1050],"estrat\u00e9gicos":[1051],"fen\u00f4meno":[1056],"investigado,":[1057],"abrangendo":[1058],"conceituais,":[1060],"cl\u00ednicas.":[1063],"Para":[1064],"foram":[1068,1231],"utilizados":[1069],"conceituais":[1073,1152],"campos":[1075],"digital,":[1080],"bio\u00e9tica,":[1081],"ci\u00eancia":[1082],"sele\u00e7\u00e3o":[1091],"desses":[1092],"baseou-se":[1094],"cient\u00edfica,":[1098,1146],"consist\u00eancia":[1099],"conceitual":[1100],"contribui\u00e7\u00e3o":[1102],"aprofundamento":[1105],"cr\u00edtico":[1106],"discuss\u00f5es":[1108],"propostas.":[1109],"Por":[1110],"tratar":[1112],"artigo":[1115],"adotado":[1120],"protocolo":[1121],"revis\u00e3o":[1123],"nem":[1126],"estabelecidos":[1127],"crit\u00e9rios":[1128],"formais":[1129],"inclus\u00e3o":[1131],"exclus\u00e3o":[1133],"estudos.":[1135],"objetivo":[1137],"realizar":[1140],"s\u00edntese":[1142],"exaustiva":[1143],"articular":[1148],"te\u00f3ricas":[1150],"sustentassem":[1154],"contextualizada":[1158],"interdisciplinar":[1160],"atua\u00e7\u00e3o":[1163],"gerenciais,":[1178],"desempenho":[1183],"organizacional":[1186,1332],"governan\u00e7a,":[1192],"utiliza\u00e7\u00e3o.":[1200],"realizada":[1204],"meio":[1206],"abordagem":[1209],"interpretativa":[1210],"argumentativa,":[1212],"buscando":[1213],"estabelecer":[1214],"conex\u00f5es":[1215],"selecionados":[1219],"transforma\u00e7\u00f5es":[1222],"observadas":[1223],"campo":[1225],"contempor\u00e2nea.":[1228],"processo,":[1230],"consideradas":[1232],"especializada":[1238],"cl\u00ednica,":[1245],"tecnol\u00f3gica":[1254],"teve":[1263],"finalidade":[1265],"analisar":[1266],"papel":[1271],"evidenciando":[1280],"\u00e1reas":[1284],"decis\u00f3rios;":[1293],"estrat\u00e9gicas":[1296],"usos":[1300],"assistencial,":[1305],"educacional":[1307],"pesquisa;":[1310],"principalmente":[1323],"quanto":[1324],"qualifica\u00e7\u00e3o":[1326],"trabalho,":[1330],"atividades":[1336],"assistenciais;":[1337],"envolvendo":[1350],"incorretas":[1359],"ou":[1360],"fabricadas":[1361],"(alucina\u00e7\u00f5es),":[1362],"transpar\u00eancia,":[1365],"explicabilidade":[1366],"apoiadas":[1375],"inteligentes.":[1378],"Dessa":[1379],"forma,":[1380],"buscou-se":[1381],"fomentar":[1382],"discuss\u00e3o":[1384],"fundamentada":[1387],"limites,":[1390],"potencialidades":[1391],"d":[1394]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-08-15T00:00:00"}
