{"id":"https://openalex.org/W4387878552","doi":"https://doi.org/10.3233/faia230691","title":"Explainable Machine Learning Models for Predicting COVID-19 Cases in Catalonia Based on Wastewater Monitoring Data","display_name":"Explainable Machine Learning Models for Predicting COVID-19 Cases in Catalonia Based on Wastewater Monitoring Data","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4387878552","doi":"https://doi.org/10.3233/faia230691"},"language":"en","primary_location":{"id":"doi:10.3233/faia230691","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230691","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230691","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230691","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014920010","display_name":"Marc Ribalta","orcid":"https://orcid.org/0000-0003-3082-9525"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Marc Ribalta","raw_affiliation_strings":["Eurecat, Technology Centre of Catalonia, Unit of Applied Artificial Intelligence, Bilbao 72, Barcelona, 08005, Spain","GREiA \u2013 UdL, Jaume II, 69, Lleida, 25001, Spain"],"affiliations":[{"raw_affiliation_string":"Eurecat, Technology Centre of Catalonia, Unit of Applied Artificial Intelligence, Bilbao 72, Barcelona, 08005, Spain","institution_ids":[]},{"raw_affiliation_string":"GREiA \u2013 UdL, Jaume II, 69, Lleida, 25001, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014149752","display_name":"Josep Pueyo\u2010Ros","orcid":"https://orcid.org/0000-0002-1236-5651"},"institutions":[{"id":"https://openalex.org/I2799562678","display_name":"Catalan Institute for Water Research","ror":"https://ror.org/04zfaj906","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799562678","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Josep Pueyo-Ros","raw_affiliation_strings":["Catalan Institute for Water Research (ICRA-CERCA), Emili Grahit 101, Girona 17002, Spain"],"affiliations":[{"raw_affiliation_string":"Catalan Institute for Water Research (ICRA-CERCA), Emili Grahit 101, Girona 17002, Spain","institution_ids":["https://openalex.org/I2799562678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058033887","display_name":"Llu\u00eds Corominas","orcid":"https://orcid.org/0000-0002-5050-2389"},"institutions":[{"id":"https://openalex.org/I2799562678","display_name":"Catalan Institute for Water Research","ror":"https://ror.org/04zfaj906","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799562678","https://openalex.org/I4387153040"]},{"id":"https://openalex.org/I251424209","display_name":"University of Girona","ror":"https://ror.org/01xdxns91","country_code":"ES","type":"education","lineage":["https://openalex.org/I251424209"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lluis Corominas","raw_affiliation_strings":["Catalan Institute for Water Research (ICRA-CERCA), Emili Grahit 101, Girona 17002, Spain","University of Girona, Pla\u00e7a de Sant Dom\u00e8nec, 3, Girona, 17004, Spain"],"affiliations":[{"raw_affiliation_string":"Catalan Institute for Water Research (ICRA-CERCA), Emili Grahit 101, Girona 17002, Spain","institution_ids":["https://openalex.org/I2799562678"]},{"raw_affiliation_string":"University of Girona, Pla\u00e7a de Sant Dom\u00e8nec, 3, Girona, 17004, Spain","institution_ids":["https://openalex.org/I251424209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047023182","display_name":"Ram\u00f3n B\u00e9jar","orcid":"https://orcid.org/0000-0002-5208-685X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ram\u00f3n B\u00e9jar","raw_affiliation_strings":["GREiA \u2013 UdL, Jaume II, 69, Lleida, 25001, Spain"],"affiliations":[{"raw_affiliation_string":"GREiA \u2013 UdL, Jaume II, 69, Lleida, 25001, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026783976","display_name":"Carles Mateu","orcid":"https://orcid.org/0000-0002-4864-0328"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carles Mateu","raw_affiliation_strings":["GREiA \u2013 UdL, Jaume II, 69, Lleida, 25001, Spain"],"affiliations":[{"raw_affiliation_string":"GREiA \u2013 UdL, Jaume II, 69, Lleida, 25001, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031809312","display_name":"Edgar Rubi\u00f3n","orcid":"https://orcid.org/0000-0003-3886-3170"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edgar Rubi\u00f3n","raw_affiliation_strings":["Eurecat, Technology Centre of Catalonia, Unit of Applied Artificial Intelligence, Bilbao 72, Barcelona, 08005, Spain"],"affiliations":[{"raw_affiliation_string":"Eurecat, Technology Centre of Catalonia, Unit of Applied Artificial Intelligence, Bilbao 72, Barcelona, 08005, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014920010"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46987682,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","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/T12535","display_name":"Machine Learning and Data Classification","score":0.9146999716758728,"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/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5802340507507324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.56371009349823},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.504301905632019},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4992690086364746},{"id":"https://openalex.org/keywords/sewage","display_name":"Sewage","score":0.4985010623931885},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.49560439586639404},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4522911608219147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4512811601161957},{"id":"https://openalex.org/keywords/sewage-treatment","display_name":"Sewage treatment","score":0.4305950701236725},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32806363701820374},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.2579272985458374},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.23878151178359985},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.15729832649230957},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.134354829788208},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.12593892216682434}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5802340507507324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.56371009349823},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.504301905632019},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4992690086364746},{"id":"https://openalex.org/C58790150","wikidata":"https://www.wikidata.org/wiki/Q10966166","display_name":"Sewage","level":2,"score":0.4985010623931885},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.49560439586639404},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4522911608219147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4512811601161957},{"id":"https://openalex.org/C57442070","wikidata":"https://www.wikidata.org/wiki/Q221275","display_name":"Sewage treatment","level":2,"score":0.4305950701236725},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32806363701820374},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2579272985458374},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.23878151178359985},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.15729832649230957},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.134354829788208},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.12593892216682434},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia230691","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230691","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230691","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia230691","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230691","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230691","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G1643949827","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2631452109","display_name":null,"funder_award_id":"(ERDF)","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G288263039","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320334830","funder_display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca"},{"id":"https://openalex.org/G2944762274","display_name":null,"funder_award_id":"DI-2019-066.","funder_id":"https://openalex.org/F4320334830","funder_display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3926463463","display_name":null,"funder_award_id":"-C22/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3978280561","display_name":null,"funder_award_id":"DI-2019-066","funder_id":"https://openalex.org/F4320334830","funder_display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca"},{"id":"https://openalex.org/G410571670","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G4126322094","display_name":null,"funder_award_id":"01100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G451917667","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G4816244515","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5539308778","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5852091828","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320334830","funder_display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca"},{"id":"https://openalex.org/G5967599077","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G661330594","display_name":null,"funder_award_id":"00110","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6685425346","display_name":null,"funder_award_id":"0011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7835204678","display_name":null,"funder_award_id":"2021 SGR 01615","funder_id":"https://openalex.org/F4320334830","funder_display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca"},{"id":"https://openalex.org/G8260616629","display_name":null,"funder_award_id":"011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8638682022","display_name":null,"funder_award_id":"10.13039/50110001103","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8684520763","display_name":null,"funder_award_id":"PID2019","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G891081937","display_name":null,"funder_award_id":"00110","funder_id":"https://openalex.org/F4320334830","funder_display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca"}],"funders":[{"id":"https://openalex.org/F4320321043","display_name":"Centro para el Desarrollo Tecnol\u00f3gico Industrial","ror":"https://ror.org/0124x7055"},{"id":"https://openalex.org/F4320334830","display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca","ror":"https://ror.org/01n4pqe45"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387878552.pdf","grobid_xml":"https://content.openalex.org/works/W4387878552.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W3028152077","https://openalex.org/W4302293063"],"related_works":["https://openalex.org/W3179803587","https://openalex.org/W2380998471","https://openalex.org/W2131091464","https://openalex.org/W2347962538","https://openalex.org/W31931535","https://openalex.org/W2389063644","https://openalex.org/W2188569178","https://openalex.org/W3100915590","https://openalex.org/W2382726342","https://openalex.org/W1703276216"],"abstract_inverted_index":{"Surveillance":[0],"of":[1,22,36,42,48,55,65,89,112,115,122,126],"infectious":[2],"diseases":[3,23,38],"that":[4],"can":[5],"spread":[6,35],"quickly":[7],"among":[8,39],"the":[9,19,34,40,46,52,63,96,110,113,120,123,127],"population":[10,41],"has":[11],"become":[12],"a":[13,43,67],"critical":[14],"goal":[15],"nowadays":[16],"due":[17],"to":[18,29,32],"dramatic":[20],"effect":[21],"like":[24],"SARS-CoV-2.":[25],"One":[26],"promising":[27],"method":[28],"be":[30],"able":[31],"monitor":[33],"such":[37],"city":[44],"is":[45],"analysis":[47],"biological":[49,76],"compounds":[50],"in":[51,86],"sewage":[53],"network":[54],"different":[56,80,87,93,124],"cities.":[57],"In":[58],"this":[59],"paper,":[60],"we":[61,108],"summarize":[62],"results":[64,114],"training":[66],"prediction":[68,97],"model":[69,117,128],"for":[70,95],"SARS-CoV-2":[71],"cases":[72],"based":[73,102],"on":[74,103],"historical":[75],"data":[77],"collected":[78],"from":[79],"wastewater":[81],"treatment":[82],"plants":[83],"(WWTP)":[84],"located":[85],"parts":[88],"Catalunya.":[90],"We":[91],"consider":[92],"approaches":[94],"problem":[98],"and":[99,118],"develop":[100],"models":[101],"extreme":[104],"gradient":[105],"boosting.":[106],"Finally,":[107],"evaluate":[109],"quality":[111],"our":[116],"study":[119],"relevance":[121],"variables":[125],"using":[129],"SHapley":[130],"Additive":[131],"exPlanations":[132],"(SHAP)":[133],"analysis.":[134]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}