{"id":"https://openalex.org/W7204080418","doi":"https://doi.org/10.56238/arev8n8-110","title":"AVALIA\u00c7\u00c3O DA CAPACIDADE INTERPRETATIVA DE TR\u00caS MODELOS DE LINGUAGEM DE GRANDE ESCALA NA CONTEXTUALIZA\u00c7\u00c3O DE ACHADOS HISTOPATOL\u00d3GICOS HEP\u00c1TICOS ASSOCIADOS \u00c0S ARBOVIROSES","display_name":"AVALIA\u00c7\u00c3O DA CAPACIDADE INTERPRETATIVA DE TR\u00caS MODELOS DE LINGUAGEM DE GRANDE ESCALA NA CONTEXTUALIZA\u00c7\u00c3O DE ACHADOS HISTOPATOL\u00d3GICOS HEP\u00c1TICOS ASSOCIADOS \u00c0S ARBOVIROSES","publication_year":2026,"publication_date":"2026-08-24","ids":{"openalex":"https://openalex.org/W7204080418","doi":"https://doi.org/10.56238/arev8n8-110"},"language":"pt","primary_location":{"id":"doi:10.56238/arev8n8-110","doi":"https://doi.org/10.56238/arev8n8-110","is_oa":true,"landing_page_url":"https://doi.org/10.56238/arev8n8-110","pdf_url":"https://periodicos.newsciencepubl.com/arace/article/download/14191/14897","source":{"id":"https://openalex.org/S4404675830","display_name":"Arac\u00ea.","issn_l":"2358-2472","issn":["2358-2472","2447-8598"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210096522","host_organization_name":"Associa\u00e7\u00e3o Nacional de Direitos Humanos, Pesquisa e P\u00f3s-Gradua\u00e7\u00e3o","host_organization_lineage":["https://openalex.org/I4210096522"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ARAC\u00ca","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W7204080418"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://periodicos.newsciencepubl.com/arace/article/download/14191/14897","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032546185","display_name":"Lu\u00eds Arthur Moreira Ferreira","orcid":"https://orcid.org/0009-0003-1504-1876","observed_orcids":["https://orcid.org/0009-0003-1504-1876"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luis Arthur Moreira Ferreira","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092907089","display_name":"Luma Fleury De Figueiredo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luma Fleury De Figueiredo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092564225","display_name":"Lucas Correa Modesto","orcid":"https://orcid.org/0000-0002-0320-8312","observed_orcids":["https://orcid.org/0000-0002-0320-8312"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucas Correa Modesto","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103278300","display_name":"Rafael Malcher Meira Rocha","orcid":"https://orcid.org/0009-0009-7355-4892","observed_orcids":["https://orcid.org/0009-0009-7355-4892"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rafael Malcher Meira Rocha","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062617994","display_name":"Pablo Rodrigues Nunes de Souza","orcid":"https://orcid.org/0000-0003-4496-9369","observed_orcids":["https://orcid.org/0000-0003-4496-9369"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pablo Rodrigues Nunes De Souza","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5144166871","display_name":"Vit\u00f3ria Nazar\u00e9 Costa Seixas","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vit\u00f3ria Nazar\u00e9 Costa Seixas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033202390","display_name":"Elzelis Muller da Silva","orcid":"https://orcid.org/0000-0001-6778-520X","observed_orcids":["https://orcid.org/0000-0001-6778-520X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elzelis Muller Da Silva","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043090757","display_name":"Vera Regina da Cunha Menezes Pal\u00e1cios","orcid":"https://orcid.org/0000-0003-0300-7972","observed_orcids":["https://orcid.org/0000-0003-0300-7972"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vera Regina da Cunha Menezes Pal\u00e1cios","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014536856","display_name":"Patr\u00edcia Danielle Lima de Lima","orcid":"https://orcid.org/0000-0002-1068-2813","observed_orcids":["https://orcid.org/0000-0002-1068-2813"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patr\u00edcia Danielle Lima De Lima","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101195669","display_name":"Jorge Rodrigues de Sousa","orcid":"https://orcid.org/0000-0003-4680-3477","observed_orcids":["https://orcid.org/0000-0003-4680-3477"]},"institutions":[{"id":"https://openalex.org/I211891151","display_name":"Universidade do Estado do Par\u00e1","ror":"https://ror.org/042r36z33","country_code":"BR","type":"education","lineage":["https://openalex.org/I211891151"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Rodrigues De Sousa","raw_affiliation_strings":["Doutor em Ci\u00eancias Tropizais Institui\u00e7\u00e3o : Universidade do Estado do Par\u00e1"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Doutor em Ci\u00eancias Tropizais Institui\u00e7\u00e3o : Universidade do Estado do Par\u00e1","institution_ids":["https://openalex.org/I211891151"]}]}],"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"8","first_page":"e14191","last_page":"e14191"},"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":0.9785000085830688,"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":0.9785000085830688,"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/T10166","display_name":"Mosquito-borne diseases and control","score":0.014499999582767487,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0017999999690800905,"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/large-language-models","display_name":"large language models","score":0.9890000224113464},{"id":"https://openalex.org/keywords/chatgpt","display_name":"ChatGPT","score":0.8360000252723694},{"id":"https://openalex.org/keywords/google-gemini","display_name":"Google Gemini","score":0.9139999747276306},{"id":"https://openalex.org/keywords/claude","display_name":"Claude","score":0.9800000190734863},{"id":"https://openalex.org/keywords/liver-histopathology","display_name":"liver histopathology","score":0.7379999756813049},{"id":"https://openalex.org/keywords/arbovirus-infection","display_name":"arbovirus infection","score":0.7089999914169312},{"id":"https://openalex.org/keywords/yellow-fever","display_name":"yellow fever","score":0.9589999914169312},{"id":"https://openalex.org/keywords/dengue","display_name":"dengue","score":0.9700000286102295},{"id":"https://openalex.org/keywords/chikungunya","display_name":"chikungunya","score":0.9860000014305115},{"id":"https://openalex.org/keywords/ischemic-cascade","display_name":"ischemic cascade","score":0.6990000009536743},{"id":"https://openalex.org/keywords/ai-assisted-pathology","display_name":"AI-assisted pathology","score":0.5839999914169312}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.43790000677108765},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.396699994802475},{"id":"https://openalex.org/C2781273456","wikidata":"https://www.wikidata.org/wiki/Q243257","display_name":"Chikungunya","level":3,"score":0.3928000032901764},{"id":"https://openalex.org/C533803919","wikidata":"https://www.wikidata.org/wiki/Q30953","display_name":"Dengue fever","level":2,"score":0.3686000108718872},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.3248000144958496},{"id":"https://openalex.org/C2779131611","wikidata":"https://www.wikidata.org/wiki/Q154874","display_name":"Yellow fever","level":3,"score":0.31459999084472656},{"id":"https://openalex.org/C2780303919","wikidata":"https://www.wikidata.org/wiki/Q16775468","display_name":"Elephantiasis","level":4,"score":0.2728999853134155},{"id":"https://openalex.org/C2909011893","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Vivax malaria","level":5,"score":0.263700008392334},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.24490000307559967},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23330000042915344}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.56238/arev8n8-110","doi":"https://doi.org/10.56238/arev8n8-110","is_oa":true,"landing_page_url":"https://doi.org/10.56238/arev8n8-110","pdf_url":"https://periodicos.newsciencepubl.com/arace/article/download/14191/14897","source":{"id":"https://openalex.org/S4404675830","display_name":"Arac\u00ea.","issn_l":"2358-2472","issn":["2358-2472","2447-8598"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210096522","host_organization_name":"Associa\u00e7\u00e3o Nacional de Direitos Humanos, Pesquisa e P\u00f3s-Gradua\u00e7\u00e3o","host_organization_lineage":["https://openalex.org/I4210096522"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ARAC\u00ca","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.56238/arev8n8-110","doi":"https://doi.org/10.56238/arev8n8-110","is_oa":true,"landing_page_url":"https://doi.org/10.56238/arev8n8-110","pdf_url":"https://periodicos.newsciencepubl.com/arace/article/download/14191/14897","source":{"id":"https://openalex.org/S4404675830","display_name":"Arac\u00ea.","issn_l":"2358-2472","issn":["2358-2472","2447-8598"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210096522","host_organization_name":"Associa\u00e7\u00e3o Nacional de Direitos Humanos, Pesquisa e P\u00f3s-Gradua\u00e7\u00e3o","host_organization_lineage":["https://openalex.org/I4210096522"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ARAC\u00ca","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8048999905586243,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204080418.pdf","grobid_xml":"https://content.openalex.org/works/W7204080418.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2056420006","https://openalex.org/W2115602940","https://openalex.org/W2560495892","https://openalex.org/W4378516287"],"related_works":["https://openalex.org/W4405476633","https://openalex.org/W7160148350","https://openalex.org/W4411982631","https://openalex.org/W4407863291","https://openalex.org/W4408266964","https://openalex.org/W7165668131","https://openalex.org/W4401226333","https://openalex.org/W4407850308","https://openalex.org/W4416697336","https://openalex.org/W7202161170"],"abstract_inverted_index":{"Considerando":[0],"que":[1,20,170],"o":[2,21],"acometimento":[3],"hep\u00e1tico":[4],"em":[5,92,102,152],"arboviroses":[6],"severas":[7],"apresenta":[8],"desafios":[9],"no":[10],"diagn\u00f3stico":[11],"diferencial":[12],"focado":[13],"na":[14,31,55,176,194],"vulnerabilidade":[15],"midzonal":[16],"do":[17],"\u00e1cino,":[18],"e":[19,45,53,70],"desempenho":[22],"de":[23,25,27,41,57,61,80,105,118,146,178,196],"Modelos":[24],"Linguagem":[26],"Grande":[28],"Escala":[29],"(LLMs)":[30],"interpreta\u00e7\u00e3o":[32,56],"patol\u00f3gica":[33],"quantitativa":[34,188],"permanece":[35],"inexplorado,":[36],"objetiva-se":[37],"avaliar":[38],"a":[39,119,158,163],"capacidade":[40],"s\u00edntese,":[42],"coer\u00eancia":[43,153],"fisiopatol\u00f3gica":[44,154],"acur\u00e1cia":[46,136],"dedutiva":[47],"das":[48],"arquiteturas":[49],"ChatGPT,":[50],"Google":[51],"Gemini":[52],"Claude":[54],"escores":[58,95],"histopatol\u00f3gicos":[59],"quantitativos":[60],"infec\u00e7\u00f5es":[62],"fatais":[63],"por":[64,140,186],"Febre":[65],"Amarela":[66],"(FA),":[67],"Dengue":[68],"(DENV)":[69],"Chikungunya":[71],"(CHIKV).":[72],"Para":[73],"tanto,":[74],"procede-se":[75],"\u00e0":[76],"an\u00e1lise":[77],"transversal":[78],"anal\u00edtica":[79],"70":[81],"amostras":[82],"hep\u00e1ticas":[83],"post-mortem":[84],"(36":[85],"FA,":[86],"17":[87,89],"DENV,":[88],"CHIKV)":[90],"processadas":[91],"R,":[93],"cujos":[94],"n\u00e3o":[96],"param\u00e9tricos":[97],"foram":[98],"submetidos":[99],"aos":[100],"LLMs":[101,134,184],"teste":[103],"cego":[104],"dedu\u00e7\u00e3o":[106],"etiol\u00f3gica":[107,137],"(zero-shot)":[108],"comparado":[109],"ao":[110,155],"patologista":[111],"humano.":[112],"Desse":[113],"modo,":[114],"observa-se":[115],"que,":[116,173],"apesar":[117],"Zona":[120],"2":[121],"consolidar-se":[122],"como":[123,190],"epicentro":[124],"lesional":[125],"com":[126],"assinaturas":[127],"histopatol\u00f3gicas":[128],"distintas":[129],"para":[130],"cada":[131],"arbovirose,":[132],"os":[133,183],"apresentaram":[135],"nula":[138],"inicial":[139],"vi\u00e9s":[141],"da":[142,161],"literatura":[143],"cl\u00e1ssica":[144],"(Les\u00e3o":[145],"Rocha-Lima);":[147],"contudo,":[148],"atingiram":[149],"escore":[150],"m\u00e1ximo":[151],"inferirem":[156],"autonomamente":[157],"cascata":[159],"isqu\u00eamica":[160],"CHIKV":[162],"partir":[164],"dos":[165],"dados":[166],"num\u00e9ricos":[167],"puros.":[168],"O":[169],"permite":[171],"concluir":[172],"embora":[174],"falhem":[175],"identifica\u00e7\u00e3o":[177],"apresenta\u00e7\u00f5es":[179],"at\u00edpicas":[180],"sem":[181],"supervis\u00e3o,":[182],"alimentados":[185],"patologia":[187],"consolidam-se":[189],"valiosos":[191],"co-pilotos":[192],"translacionais":[193],"gera\u00e7\u00e3o":[195],"hip\u00f3teses":[197],"mecanicistas.":[198]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-08-25T00:00:00"}
