{"id":"https://openalex.org/W4413050362","doi":"https://doi.org/10.1186/s12911-025-03138-w","title":"A comparative study of screening performance between abstrackr and GPT models: Systematic review and contextual analysis","display_name":"A comparative study of screening performance between abstrackr and GPT models: Systematic review and contextual analysis","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413050362","doi":"https://doi.org/10.1186/s12911-025-03138-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/40775694"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-025-03138-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-025-03138-w","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-025-03138-w","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-025-03138-w","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030530558","display_name":"Siyi Xu","orcid":"https://orcid.org/0000-0002-5147-2644"},"institutions":[{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sheyang Xu","raw_affiliation_strings":["Department of Orthopaedic Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, 100013, China"],"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, 100013, China","institution_ids":["https://openalex.org/I4210119028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104255143","display_name":"Zhiheng Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiheng Zhao","raw_affiliation_strings":["Department of Orthopaedic Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, 100013, China"],"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, 100013, China","institution_ids":["https://openalex.org/I4210119028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072278706","display_name":"Xingling Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingling Liu","raw_affiliation_strings":["Department of Orthopaedic Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, 100013, China"],"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, 100013, China","institution_ids":["https://openalex.org/I4210119028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054449046","display_name":"Xianglong Meng","orcid":"https://orcid.org/0000-0001-8934-128X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiang-long Meng","raw_affiliation_strings":["Department of Orthopaedic Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, 100013, China. spinesurgeonmeng@ccmu.edu.cn"],"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, 100013, China. spinesurgeonmeng@ccmu.edu.cn","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030530558"],"corresponding_institution_ids":["https://openalex.org/I4210119028"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":2.9699,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92258305,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"25","issue":"1","first_page":"293","last_page":"293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10028","display_name":"Topic Modeling","score":0.9926000237464905,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/systematic-review","display_name":"Systematic review","score":0.7941029071807861},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6262232661247253},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.44413527846336365},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.35376301407814026},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3379000127315521},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.33605480194091797},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32240474224090576},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28952252864837646},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13935574889183044}],"concepts":[{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.7941029071807861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6262232661247253},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.44413527846336365},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.35376301407814026},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3379000127315521},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.33605480194091797},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32240474224090576},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28952252864837646},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13935574889183044},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000078202","descriptor_name":"Systematic Reviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078202","descriptor_name":"Systematic Reviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078202","descriptor_name":"Systematic Reviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078202","descriptor_name":"Systematic Reviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000078202","descriptor_name":"Systematic Reviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000098842","descriptor_name":"Generative Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000098842","descriptor_name":"Generative Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000098842","descriptor_name":"Generative Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000098842","descriptor_name":"Generative Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-025-03138-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-025-03138-w","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-025-03138-w","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:40775694","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40775694","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:doaj.org/article:6e0560e79dab4195add335855647a4ee","is_oa":true,"landing_page_url":"https://doaj.org/article/6e0560e79dab4195add335855647a4ee","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":"BMC Medical Informatics and Decision Making, Vol 25, Iss 1, Pp 1-9 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12329882","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12329882","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-025-03138-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-025-03138-w","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-025-03138-w","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1999253763","display_name":null,"funder_award_id":"62276173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6258415954","display_name":null,"funder_award_id":"Chinese","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413050362.pdf","grobid_xml":"https://content.openalex.org/works/W4413050362.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1760234209","https://openalex.org/W2045384400","https://openalex.org/W2079370125","https://openalex.org/W2100053037","https://openalex.org/W2560438049","https://openalex.org/W2593758073","https://openalex.org/W2747680751","https://openalex.org/W2807522649","https://openalex.org/W2903961062","https://openalex.org/W2910642642","https://openalex.org/W2918301483","https://openalex.org/W2944828379","https://openalex.org/W2970557058","https://openalex.org/W2981527585","https://openalex.org/W2982683456","https://openalex.org/W2992824360","https://openalex.org/W2999536597","https://openalex.org/W3003735349","https://openalex.org/W3029811621","https://openalex.org/W3113526370","https://openalex.org/W3121490819","https://openalex.org/W3165135368","https://openalex.org/W4281789780","https://openalex.org/W4283159388","https://openalex.org/W4284887585","https://openalex.org/W4312018506","https://openalex.org/W4365816276","https://openalex.org/W4383554209","https://openalex.org/W4387144848","https://openalex.org/W4389505110","https://openalex.org/W4391971084","https://openalex.org/W4393222088","https://openalex.org/W4394810471","https://openalex.org/W4398203672","https://openalex.org/W4399702760","https://openalex.org/W4400036248","https://openalex.org/W4400421957","https://openalex.org/W4401451620","https://openalex.org/W4401633394","https://openalex.org/W4401759841","https://openalex.org/W4402596020","https://openalex.org/W4404960420","https://openalex.org/W4407764671"],"related_works":["https://openalex.org/W1557094818","https://openalex.org/W2183246718","https://openalex.org/W2099261052","https://openalex.org/W3209204065","https://openalex.org/W1755711892","https://openalex.org/W2160907113","https://openalex.org/W2070813941","https://openalex.org/W2105707930","https://openalex.org/W2070311887","https://openalex.org/W2115099528"],"abstract_inverted_index":{"Abstrackr":[0,11],"and":[1,31],"GPT":[2,21],"models":[3,22],"each":[4],"offer":[5],"distinct":[6],"advantages":[7],"in":[8,24],"literature":[9],"screening.":[10],"is":[12],"more":[13],"suitable":[14],"for":[15],"the":[16,29,41,49,59],"initial":[17],"screening":[18,37,60],"phases,":[19],"whereas":[20],"excel":[23],"fine-screening":[25],"tasks.":[26],"To":[27],"optimize":[28],"efficiency":[30],"accuracy":[32],"of":[33,43,51,58],"systematic":[34],"reviews,":[35],"future":[36],"tools":[38],"could":[39],"integrate":[40],"strengths":[42],"both":[44],"models,":[45],"potentially":[46],"leading":[47],"to":[48,55],"development":[50],"hybrid":[52],"systems":[53],"tailored":[54],"different":[56],"stages":[57],"process.":[61]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
