{"id":"https://openalex.org/W4399788944","doi":"https://doi.org/10.1186/s13040-024-00371-3","title":"Using GPT-4 to write a scientific review article: a pilot evaluation study","display_name":"Using GPT-4 to write a scientific review article: a pilot evaluation study","publication_year":2024,"publication_date":"2024-06-18","ids":{"openalex":"https://openalex.org/W4399788944","doi":"https://doi.org/10.1186/s13040-024-00371-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/38890715"},"language":"en","primary_location":{"id":"doi:10.1186/s13040-024-00371-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13040-024-00371-3","pdf_url":"https://biodatamining.biomedcentral.com/counter/pdf/10.1186/s13040-024-00371-3","source":{"id":"https://openalex.org/S84409260","display_name":"BioData Mining","issn_l":"1756-0381","issn":["1756-0381"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BioData Mining","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://biodatamining.biomedcentral.com/counter/pdf/10.1186/s13040-024-00371-3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076732420","display_name":"Zhiping Paul Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhiping Paul Wang","raw_affiliation_strings":["Department of Computational Biomedicine, Cedars Sinai Medical Center, 700 N. San Vicente Blvd, Pacific Design Center, Suite G-541, West Hollywood, CA, 90069, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computational Biomedicine, Cedars Sinai Medical Center, 700 N. San Vicente Blvd, Pacific Design Center, Suite G-541, West Hollywood, CA, 90069, USA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084570095","display_name":"Priyanka Bhandary","orcid":"https://orcid.org/0000-0002-6962-9638"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priyanka Bhandary","raw_affiliation_strings":["Department of Computational Biomedicine, Cedars Sinai Medical Center, 700 N. San Vicente Blvd, Pacific Design Center, Suite G-541, West Hollywood, CA, 90069, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computational Biomedicine, Cedars Sinai Medical Center, 700 N. San Vicente Blvd, Pacific Design Center, Suite G-541, West Hollywood, CA, 90069, USA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602403","display_name":"Yizhou Wang","orcid":"https://orcid.org/0000-0003-4559-0270"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yizhou Wang","raw_affiliation_strings":["Department of Computational Biomedicine, Cedars Sinai Medical Center, 700 N. San Vicente Blvd, Pacific Design Center, Suite G-541, West Hollywood, CA, 90069, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computational Biomedicine, Cedars Sinai Medical Center, 700 N. San Vicente Blvd, Pacific Design Center, Suite G-541, West Hollywood, CA, 90069, USA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032971510","display_name":"Jason H. Moore","orcid":"https://orcid.org/0000-0002-5015-1099"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason H. Moore","raw_affiliation_strings":["Department of Computational Biomedicine, Cedars Sinai Medical Center, 700 N. San Vicente Blvd, Pacific Design Center, Suite G-541, West Hollywood, CA, 90069, USA. jason.moore@csmc.edu","Department of Computational Biomedicine, Cedars Sinai Medical Center, 700 N. San Vicente Blvd, Pacific Design Center, Suite G-541, West Hollywood, CA, 90069, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computational Biomedicine, Cedars Sinai Medical Center, 700 N. San Vicente Blvd, Pacific Design Center, Suite G-541, West Hollywood, CA, 90069, USA. jason.moore@csmc.edu","institution_ids":[]},{"raw_affiliation_string":"Department of Computational Biomedicine, Cedars Sinai Medical Center, 700 N. San Vicente Blvd, Pacific Design Center, Suite G-541, West Hollywood, CA, 90069, USA","institution_ids":["https://openalex.org/I1282927834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076732420"],"corresponding_institution_ids":["https://openalex.org/I1282927834"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.8479,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.85913119,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"17","issue":"1","first_page":"16","last_page":"16"},"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":0.9988999962806702,"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":0.9988999962806702,"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/T10028","display_name":"Topic Modeling","score":0.9944999814033508,"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"}},{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7742653489112854},{"id":"https://openalex.org/keywords/grasp","display_name":"GRASP","score":0.7293528318405151},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.691616952419281},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6480755805969238},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.6475000381469727},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.531032919883728},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3450927734375},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3225516378879547},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2099417746067047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1754174828529358},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17074915766716003}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7742653489112854},{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.7293528318405151},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.691616952419281},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6480755805969238},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.6475000381469727},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.531032919883728},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3450927734375},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3225516378879547},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2099417746067047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1754174828529358},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17074915766716003}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s13040-024-00371-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13040-024-00371-3","pdf_url":"https://biodatamining.biomedcentral.com/counter/pdf/10.1186/s13040-024-00371-3","source":{"id":"https://openalex.org/S84409260","display_name":"BioData Mining","issn_l":"1756-0381","issn":["1756-0381"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BioData Mining","raw_type":"journal-article"},{"id":"pmid:38890715","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38890715","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":"BioData mining","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11184879","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11184879","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11184879/pdf/13040_2024_Article_371.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":"BioData Min","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:b24317ec7af84d77b221fa011314e98a","is_oa":true,"landing_page_url":"https://doaj.org/article/b24317ec7af84d77b221fa011314e98a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BioData Mining, Vol 17, Iss 1, Pp 1-14 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13040-024-00371-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13040-024-00371-3","pdf_url":"https://biodatamining.biomedcentral.com/counter/pdf/10.1186/s13040-024-00371-3","source":{"id":"https://openalex.org/S84409260","display_name":"BioData Mining","issn_l":"1756-0381","issn":["1756-0381"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BioData Mining","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399788944.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1994993231","https://openalex.org/W2156391988","https://openalex.org/W2911489562","https://openalex.org/W2970641574","https://openalex.org/W3198754136","https://openalex.org/W4212954699","https://openalex.org/W4223492536","https://openalex.org/W4283828465","https://openalex.org/W4297253404","https://openalex.org/W4313294616","https://openalex.org/W4317390716","https://openalex.org/W4319312380","https://openalex.org/W4321351832","https://openalex.org/W4323347493","https://openalex.org/W4323350039","https://openalex.org/W4365503792","https://openalex.org/W4376224599","https://openalex.org/W4380291613","https://openalex.org/W4383722515","https://openalex.org/W4384200891","https://openalex.org/W4386936728","https://openalex.org/W4387106968","https://openalex.org/W4387500714","https://openalex.org/W4388832642","https://openalex.org/W4389421988"],"related_works":["https://openalex.org/W2163296013","https://openalex.org/W2743859443","https://openalex.org/W2326995835","https://openalex.org/W165915117","https://openalex.org/W2059402478","https://openalex.org/W2123347777","https://openalex.org/W4387804363","https://openalex.org/W2477150073","https://openalex.org/W2019547100","https://openalex.org/W2515493494"],"abstract_inverted_index":{"GPT-4,":[0,59],"as":[1],"the":[2,53,70,78,82,92,95],"most":[3],"advanced":[4],"version":[5],"of":[6,72,84,94,113],"OpenAI's":[7],"large":[8],"language":[9],"models,":[10],"has":[11],"attracted":[12],"widespread":[13],"attention,":[14],"rapidly":[15],"becoming":[16],"an":[17],"indispensable":[18],"AI":[19],"tool":[20],"across":[21],"various":[22],"areas.":[23],"This":[24,100],"includes":[25,101],"its":[26],"exploration":[27],"by":[28,58],"scientists":[29],"for":[30,46,69,107,123,133],"diverse":[31],"applications.":[32],"Our":[33],"study":[34],"focused":[35],"on":[36,77],"assessing":[37],"GPT-4's":[38],"capabilities":[39],"in":[40,55,87,103],"generating":[41],"text,":[42],"tables,":[43],"and":[44,119,126],"diagrams":[45],"biomedical":[47,115],"review":[48,74],"papers.":[49,75],"We":[50],"also":[51],"assessed":[52],"consistency":[54],"text":[56],"generation":[57],"along":[60],"with":[61],"potential":[62],"plagiarism":[63],"issues":[64],"when":[65],"employing":[66],"this":[67],"model":[68,130],"composition":[71],"scientific":[73,96,134],"Based":[76],"results,":[79],"we":[80],"suggest":[81],"development":[83],"enhanced":[85],"functionalities":[86],"ChatGPT,":[88],"aiming":[89],"to":[90],"meet":[91],"needs":[93],"community":[97],"more":[98,117],"effectively.":[99],"enhancements":[102],"uploaded":[104],"document":[105],"processing":[106],"reference":[108],"materials,":[109],"a":[110,127],"deeper":[111],"grasp":[112],"intricate":[114],"concepts,":[116],"precise":[118],"efficient":[120],"information":[121],"distillation":[122],"table":[124],"generation,":[125],"further":[128],"refined":[129],"specifically":[131],"tailored":[132],"diagram":[135],"creation.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}