{"id":"https://openalex.org/W4400037556","doi":"https://doi.org/10.1145/3652037.3663922","title":"Automating Clinical Trial Eligibility Screening: Quantitative Analysis of GPT Models versus Human Expertise","display_name":"Automating Clinical Trial Eligibility Screening: Quantitative Analysis of GPT Models versus Human Expertise","publication_year":2024,"publication_date":"2024-06-26","ids":{"openalex":"https://openalex.org/W4400037556","doi":"https://doi.org/10.1145/3652037.3663922"},"language":"en","primary_location":{"id":"doi:10.1145/3652037.3663922","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652037.3663922","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101590263","display_name":"Arti Devi","orcid":"https://orcid.org/0000-0002-0171-297X"},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arti Devi","raw_affiliation_strings":["Applied Cognitive Science Lab Indian Institute of Technology Mandi India - 175005, India"],"raw_orcid":"https://orcid.org/0000-0002-0171-297X","affiliations":[{"raw_affiliation_string":"Applied Cognitive Science Lab Indian Institute of Technology Mandi India - 175005, India","institution_ids":["https://openalex.org/I9579091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061719459","display_name":"Shashank Uttrani","orcid":"https://orcid.org/0000-0003-2601-2125"},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shashank Uttrani","raw_affiliation_strings":["Applied Cognitive Science Lab Indian Institute of Technology Mandi India - 175005, India"],"raw_orcid":"https://orcid.org/0000-0003-2601-2125","affiliations":[{"raw_affiliation_string":"Applied Cognitive Science Lab Indian Institute of Technology Mandi India - 175005, India","institution_ids":["https://openalex.org/I9579091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103246840","display_name":"Aryansh Singla","orcid":null},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aryansh Singla","raw_affiliation_strings":["Applied Cognitive Science Lab Indian Institute of Technology Mandi India - 175005, India"],"raw_orcid":"https://orcid.org/0009-0005-4100-714X","affiliations":[{"raw_affiliation_string":"Applied Cognitive Science Lab Indian Institute of Technology Mandi India - 175005, India","institution_ids":["https://openalex.org/I9579091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099517664","display_name":"Sarthak Jha","orcid":"https://orcid.org/0009-0006-1328-2504"},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sarthak Jha","raw_affiliation_strings":["Applied Cognitive Science Lab Indian Institute of Technology Mandi India - 175005, India"],"raw_orcid":"https://orcid.org/0009-0006-1328-2504","affiliations":[{"raw_affiliation_string":"Applied Cognitive Science Lab Indian Institute of Technology Mandi India - 175005, India","institution_ids":["https://openalex.org/I9579091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037614461","display_name":"Nataraj Dasgupta","orcid":"https://orcid.org/0000-0002-3817-4810"},"institutions":[{"id":"https://openalex.org/I4210105783","display_name":"Syneos Health (United States)","ror":"https://ror.org/01r74wp43","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105783"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nataraj Dasgupta","raw_affiliation_strings":["Syneos Health, Morrisville, North Caroline, USA,27560, USA"],"raw_orcid":"https://orcid.org/0000-0002-3817-4810","affiliations":[{"raw_affiliation_string":"Syneos Health, Morrisville, North Caroline, USA,27560, USA","institution_ids":["https://openalex.org/I4210105783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101971909","display_name":"Sayee Natarajan","orcid":"https://orcid.org/0009-0009-5872-4152"},"institutions":[{"id":"https://openalex.org/I4210105783","display_name":"Syneos Health (United States)","ror":"https://ror.org/01r74wp43","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105783"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sayee Natarajan","raw_affiliation_strings":["Syneos Health, Morrisville, North Caroline, USA,27560, USA"],"raw_orcid":"https://orcid.org/0009-0009-5872-4152","affiliations":[{"raw_affiliation_string":"Syneos Health, Morrisville, North Caroline, USA,27560, USA","institution_ids":["https://openalex.org/I4210105783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099517665","display_name":"Rajeshwari S. Punekar","orcid":"https://orcid.org/0000-0001-6839-1413"},"institutions":[{"id":"https://openalex.org/I4210139218","display_name":"Syneos Health (India)","ror":"https://ror.org/03fgnpp77","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210139218"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajeshwari S. Punekar","raw_affiliation_strings":["Syneos Health, India,122002, India"],"raw_orcid":"https://orcid.org/0000-0001-6839-1413","affiliations":[{"raw_affiliation_string":"Syneos Health, India,122002, India","institution_ids":["https://openalex.org/I4210139218"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046686950","display_name":"Larry A. Pickett","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105783","display_name":"Syneos Health (United States)","ror":"https://ror.org/01r74wp43","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105783"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Larry A. Pickett","raw_affiliation_strings":["Syneos Health, Morrisville, North Caroline, USA,27560, USA"],"raw_orcid":"https://orcid.org/0009-0004-1484-5546","affiliations":[{"raw_affiliation_string":"Syneos Health, Morrisville, North Caroline, USA,27560, USA","institution_ids":["https://openalex.org/I4210105783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010689942","display_name":"Varun Dutt","orcid":"https://orcid.org/0000-0002-2151-8314"},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varun Dutt","raw_affiliation_strings":["Applied Cognitive Science Lab Indian Institute of Technology Mandi India - 175005, India"],"raw_orcid":"https://orcid.org/0000-0002-2151-8314","affiliations":[{"raw_affiliation_string":"Applied Cognitive Science Lab Indian Institute of Technology Mandi India - 175005, India","institution_ids":["https://openalex.org/I9579091"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2219,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82217612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"626","last_page":"632"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9926999807357788,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9926999807357788,"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/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9811000227928162,"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/computer-science","display_name":"Computer science","score":0.5630764961242676},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3610476851463318},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2576757073402405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5630764961242676},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3610476851463318},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2576757073402405}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3652037.3663922","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652037.3663922","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1511605526","https://openalex.org/W2065403368","https://openalex.org/W2142862978","https://openalex.org/W2165067209","https://openalex.org/W2344973176","https://openalex.org/W2768488789","https://openalex.org/W3004612364","https://openalex.org/W3174167596","https://openalex.org/W4385374442","https://openalex.org/W4388725043","https://openalex.org/W4391097708","https://openalex.org/W4391506760","https://openalex.org/W4394768876","https://openalex.org/W4394975332","https://openalex.org/W6999605258"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Objective:":[0],"This":[1],"study":[2],"quantitatively":[3],"assesses":[4],"the":[5,20],"performance":[6],"of":[7],"GPT":[8],"model":[9],"in":[10],"classifying":[11],"patient":[12],"eligibility":[13],"for":[14,22],"clinical":[15,24],"trials,":[16],"aiming":[17],"to":[18,27],"minimize":[19],"need":[21],"expert":[23],"judgment":[25],"and":[26],"cut":[28],"down":[29],"on":[30],"related":[31],"expenses.":[32]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}