{"id":"https://openalex.org/W7220934444","doi":"https://doi.org/10.3389/fpubh.2026.1967103","title":"Population-level measles RT\u2013PCR cycle threshold values and their relationships with disease severity, transmission, and incidence metrics: a time series analysis of the 2025\u20132026 outbreak in Mexico","display_name":"Population-level measles RT\u2013PCR cycle threshold values and their relationships with disease severity, transmission, and incidence metrics: a time series analysis of the 2025\u20132026 outbreak in Mexico","publication_year":2026,"publication_date":"2026-10-08","ids":{"openalex":"https://openalex.org/W7220934444","doi":"https://doi.org/10.3389/fpubh.2026.1967103","pmid":"https://pubmed.ncbi.nlm.nih.gov/42923402","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13687380"},"language":"en","primary_location":{"id":"doi:10.3389/fpubh.2026.1967103","doi":"https://doi.org/10.3389/fpubh.2026.1967103","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpubh.2026.1967103","pdf_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2026.1967103/pdf","source":{"id":"https://openalex.org/S2595931848","display_name":"Frontiers in Public Health","issn_l":"2296-2565","issn":["2296-2565"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Public Health","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2026.1967103/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071917755","display_name":"Judith Carolina De Arcos-Jim\u00e9nez","orcid":"https://orcid.org/0000-0003-0251-6425","observed_orcids":["https://orcid.org/0000-0003-0251-6425"]},"institutions":[{"id":"https://openalex.org/I4210088691","display_name":"Secretar\u00eda de Salud de Jalisco","ror":"https://ror.org/0070wyz29","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210088691"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Judith Carolina De Arcos-Jim\u00e9nez","raw_affiliation_strings":["Centro Universitario de Tlajomulco","Laboratorio Estatal de Salud P\u00fablica de Jalisco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Universitario de Tlajomulco","institution_ids":[]},{"raw_affiliation_string":"Laboratorio Estatal de Salud P\u00fablica de Jalisco","institution_ids":["https://openalex.org/I4210088691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114819191","display_name":"Ernestina Quintero-Salgado","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210088691","display_name":"Secretar\u00eda de Salud de Jalisco","ror":"https://ror.org/0070wyz29","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210088691"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ernestina Quintero-Salgado","raw_affiliation_strings":["Laboratorio Estatal de Salud P\u00fablica de Jalisco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratorio Estatal de Salud P\u00fablica de Jalisco","institution_ids":["https://openalex.org/I4210088691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146522182","display_name":"Aurora Karina Robles-Mart\u00ednez","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210088691","display_name":"Secretar\u00eda de Salud de Jalisco","ror":"https://ror.org/0070wyz29","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210088691"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Aurora Karina Robles-Mart\u00ednez","raw_affiliation_strings":["Laboratorio Estatal de Salud P\u00fablica de Jalisco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratorio Estatal de Salud P\u00fablica de Jalisco","institution_ids":["https://openalex.org/I4210088691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147097534","display_name":"Jos\u00e9 Luis Carrillo-Quintanar","orcid":"https://orcid.org/0009-0004-3910-7638","observed_orcids":["https://orcid.org/0009-0004-3910-7638"]},"institutions":[{"id":"https://openalex.org/I4210088691","display_name":"Secretar\u00eda de Salud de Jalisco","ror":"https://ror.org/0070wyz29","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210088691"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Luis Carrillo-Quintanar","raw_affiliation_strings":["Laboratorio Estatal de Salud P\u00fablica de Jalisco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratorio Estatal de Salud P\u00fablica de Jalisco","institution_ids":["https://openalex.org/I4210088691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116547524","display_name":"Violeta Cassandra Vera-Cuevas","orcid":"https://orcid.org/0000-0003-3767-6867","observed_orcids":["https://orcid.org/0000-0003-3767-6867"]},"institutions":[{"id":"https://openalex.org/I4387154847","display_name":"Centro de Investigaciones Biol\u00f3gicas del Noroeste S.C.","ror":"https://ror.org/03g1fnq23","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4387154847"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Violeta Cassandra Vera-Cuevas","raw_affiliation_strings":["Centro de Investigaciones Biol\u00f3gicas del Noroeste"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Investigaciones Biol\u00f3gicas del Noroeste","institution_ids":["https://openalex.org/I4387154847"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037866028","display_name":"Pedro Mart\u00ednez-Ayala","orcid":"https://orcid.org/0000-0002-0505-6340","observed_orcids":["https://orcid.org/0000-0002-0505-6340"]},"institutions":[{"id":"https://openalex.org/I4210120508","display_name":"Hospital Civil de Guadalajara","ror":"https://ror.org/02epdjj68","country_code":"MX","type":"healthcare","lineage":["https://openalex.org/I4210120508"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Pedro Mart\u00ednez-Ayala","raw_affiliation_strings":["Antiguo Hospital Civil de Guadalajara \u201cFray Antonio Alcalde\u201d","Centro Universitario de Tlajomulco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Antiguo Hospital Civil de Guadalajara \u201cFray Antonio Alcalde\u201d","institution_ids":["https://openalex.org/I4210120508"]},{"raw_affiliation_string":"Centro Universitario de Tlajomulco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147123765","display_name":"Christian Mendoza-M\u00fajica","orcid":"https://orcid.org/0000-0002-9986-5711","observed_orcids":["https://orcid.org/0000-0002-9986-5711"]},"institutions":[{"id":"https://openalex.org/I4210088691","display_name":"Secretar\u00eda de Salud de Jalisco","ror":"https://ror.org/0070wyz29","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210088691"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Christian Mendoza-M\u00fajica","raw_affiliation_strings":["OPD Servicios de Salud Jalisco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"OPD Servicios de Salud Jalisco","institution_ids":["https://openalex.org/I4210088691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119795371","display_name":"Gerardo F Gomez-Abundis","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210103827","display_name":"Banner - University Medical Center Phoenix","ror":"https://ror.org/01cjjjf51","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802412784","https://openalex.org/I4210103827"]},{"id":"https://openalex.org/I4405259572","display_name":"University of Arizona College of Medicine- Phoenix","ror":"https://ror.org/02drhvq25","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243","https://openalex.org/I4405259572"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gerardo F. G\u00f3mez-Abundis","raw_affiliation_strings":["Banner \u2013 University Medical Center Phoenix","University of Arizona College of Medicine \u2013 Phoenix"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Banner \u2013 University Medical Center Phoenix","institution_ids":["https://openalex.org/I4210103827"]},{"raw_affiliation_string":"University of Arizona College of Medicine \u2013 Phoenix","institution_ids":["https://openalex.org/I4405259572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093355704","display_name":"Mauricio Alfredo Ambriz-Alarc\u00f3n","orcid":"https://orcid.org/0000-0002-0798-7384","observed_orcids":["https://orcid.org/0000-0002-0798-7384"]},"institutions":[{"id":"https://openalex.org/I4210120508","display_name":"Hospital Civil de Guadalajara","ror":"https://ror.org/02epdjj68","country_code":"MX","type":"healthcare","lineage":["https://openalex.org/I4210120508"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Mauricio Alfredo Ambriz-Alarc\u00f3n","raw_affiliation_strings":["Antiguo Hospital Civil de Guadalajara \u201cFray Antonio Alcalde\u201d"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Antiguo Hospital Civil de Guadalajara \u201cFray Antonio Alcalde\u201d","institution_ids":["https://openalex.org/I4210120508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093355706","display_name":"Brian Rafael Rubio-Mora","orcid":"https://orcid.org/0009-0009-2891-924X","observed_orcids":["https://orcid.org/0009-0009-2891-924X"]},"institutions":[{"id":"https://openalex.org/I4210120508","display_name":"Hospital Civil de Guadalajara","ror":"https://ror.org/02epdjj68","country_code":"MX","type":"healthcare","lineage":["https://openalex.org/I4210120508"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Brian Rafael Rubio-Mora","raw_affiliation_strings":["Antiguo Hospital Civil de Guadalajara \u201cFray Antonio Alcalde\u201d"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Antiguo Hospital Civil de Guadalajara \u201cFray Antonio Alcalde\u201d","institution_ids":["https://openalex.org/I4210120508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000722041","display_name":"Jaime Brise\u00f1o-Ram\u00edrez","orcid":"https://orcid.org/0009-0006-1901-392X","observed_orcids":["https://orcid.org/0009-0006-1901-392X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jaime Briseno-Ramirez","raw_affiliation_strings":["Centro Universitario de Tlajomulco","Hospital Civil de Oriente"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Universitario de Tlajomulco","institution_ids":[]},{"raw_affiliation_string":"Hospital Civil de Oriente","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000722041"],"corresponding_institution_ids":[],"apc_list":{"value":3150,"currency":"CHF","value_usd":3801},"apc_paid":{"value":3150,"currency":"CHF","value_usd":3801},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74766099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"1967103","last_page":"1967103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11135","display_name":"Virology and Viral Diseases","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11135","display_name":"Virology and Viral Diseases","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10482","display_name":"Mathematical and Theoretical Epidemiology and Ecology Models","score":0.016300000250339508,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.00419999985024333,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/measles","display_name":"measles","score":0.8679999709129333},{"id":"https://openalex.org/keywords/rt-pcr-cycle-threshold","display_name":"RT-PCR cycle threshold","score":0.7440000176429749},{"id":"https://openalex.org/keywords/effective-reproduction-number","display_name":"effective reproduction number","score":0.824999988079071},{"id":"https://openalex.org/keywords/outbreak-forecasting","display_name":"outbreak forecasting","score":0.6790000200271606},{"id":"https://openalex.org/keywords/disease-severity","display_name":"disease severity","score":0.753000020980835},{"id":"https://openalex.org/keywords/measles-transmission","display_name":"measles transmission","score":0.5040000081062317},{"id":"https://openalex.org/keywords/incidence","display_name":"incidence","score":0.3319999873638153},{"id":"https://openalex.org/keywords/history-of-vaccination","display_name":"history of vaccination","score":0.4020000100135803},{"id":"https://openalex.org/keywords/chihuahua","display_name":"Chihuahua","score":0.7160000205039978},{"id":"https://openalex.org/keywords/jalisco","display_name":"Jalisco","score":1.0},{"id":"https://openalex.org/keywords/lagged-associations","display_name":"lagged associations","score":0.4350000023841858},{"id":"https://openalex.org/keywords/granger-causality","display_name":"Granger causality","score":0.6060000061988831},{"id":"https://openalex.org/keywords/measles-surveillance","display_name":"measles surveillance","score":0.38499999046325684}],"concepts":[{"id":"https://openalex.org/C61511704","wikidata":"https://www.wikidata.org/wiki/Q1671857","display_name":"Incidence (geometry)","level":2,"score":0.6277999877929688},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6079000234603882},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5289999842643738},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.46889999508857727},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4546999931335449},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4101000130176544},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.38659998774528503},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.38119998574256897},{"id":"https://openalex.org/C2776438120","wikidata":"https://www.wikidata.org/wiki/Q79793","display_name":"Measles","level":3,"score":0.37630000710487366},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.36980000138282776},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.36890000104904175},{"id":"https://openalex.org/C22070199","wikidata":"https://www.wikidata.org/wiki/Q192995","display_name":"Vaccination","level":2,"score":0.35429999232292175},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35409998893737793},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.3450999855995178},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.3391999900341034},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.32989999651908875},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C107130276","wikidata":"https://www.wikidata.org/wiki/Q133805","display_name":"Epidemiology","level":2,"score":0.30149999260902405},{"id":"https://openalex.org/C104709138","wikidata":"https://www.wikidata.org/wiki/Q1671540","display_name":"Intraclass correlation","level":3,"score":0.2946000099182129},{"id":"https://openalex.org/C50382708","wikidata":"https://www.wikidata.org/wiki/Q223218","display_name":"Proportional hazards model","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.273499995470047},{"id":"https://openalex.org/C68443243","wikidata":"https://www.wikidata.org/wiki/Q2786686","display_name":"Quartile","level":3,"score":0.2680000066757202},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.2581000030040741},{"id":"https://openalex.org/C2987315675","wikidata":"https://www.wikidata.org/wiki/Q1773974","display_name":"Disease control","level":2,"score":0.2538999915122986},{"id":"https://openalex.org/C2780657872","wikidata":"https://www.wikidata.org/wiki/Q6804161","display_name":"Measles vaccine","level":4,"score":0.25099998712539673}],"mesh":[{"descriptor_ui":"D004196","descriptor_name":"Disease Outbreaks","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008457","descriptor_name":"Measles","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D008457","descriptor_name":"Measles","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":true},{"descriptor_ui":"D008459","descriptor_name":"Measles virus","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D008459","descriptor_name":"Measles virus","qualifier_ui":"Q000302","qualifier_name":"isolation & purification","is_major_topic":false},{"descriptor_ui":"D008800","descriptor_name":"Mexico","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015994","descriptor_name":"Incidence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020133","descriptor_name":"Reverse Transcriptase Polymerase Chain Reaction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060888","descriptor_name":"Real-Time Polymerase Chain Reaction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.3389/fpubh.2026.1967103","doi":"https://doi.org/10.3389/fpubh.2026.1967103","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpubh.2026.1967103","pdf_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2026.1967103/pdf","source":{"id":"https://openalex.org/S2595931848","display_name":"Frontiers in Public Health","issn_l":"2296-2565","issn":["2296-2565"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Public Health","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13687380","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13687380/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13687380/pdf/fpubh-14-1967103.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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Front Public Health","raw_type":"Text"},{"id":"pmid:42923402","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42923402","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,"listed_in":[],"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":"Frontiers in public health","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:22dfb4755ba5465e8ba008233c5b9638","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/22dfb4755ba5465e8ba008233c5b9638","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Public Health, Vol 14 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fpubh.2026.1967103","doi":"https://doi.org/10.3389/fpubh.2026.1967103","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpubh.2026.1967103","pdf_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2026.1967103/pdf","source":{"id":"https://openalex.org/S2595931848","display_name":"Frontiers in Public Health","issn_l":"2296-2565","issn":["2296-2565"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Public Health","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.98580002784729,"id":"https://metadata.un.org/sdg/3","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/W7220934444.pdf","grobid_xml":"https://content.openalex.org/works/W7220934444.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W1588163064","https://openalex.org/W1969052116","https://openalex.org/W1972978214","https://openalex.org/W1975994995","https://openalex.org/W2041282815","https://openalex.org/W2047694274","https://openalex.org/W2067785908","https://openalex.org/W2078213728","https://openalex.org/W2085140951","https://openalex.org/W2097446414","https://openalex.org/W2099488092","https://openalex.org/W2117178635","https://openalex.org/W2117922789","https://openalex.org/W2121514893","https://openalex.org/W2123134214","https://openalex.org/W2128869131","https://openalex.org/W2142635246","https://openalex.org/W2163278718","https://openalex.org/W2168420558","https://openalex.org/W2169497962","https://openalex.org/W2170131286","https://openalex.org/W2178225550","https://openalex.org/W2275737843","https://openalex.org/W2343343747","https://openalex.org/W2739789502","https://openalex.org/W2795702610","https://openalex.org/W2796529750","https://openalex.org/W2797841405","https://openalex.org/W2885326360","https://openalex.org/W2910188474","https://openalex.org/W2940721664","https://openalex.org/W2944805353","https://openalex.org/W3106889297","https://openalex.org/W3111883190","https://openalex.org/W3112547505","https://openalex.org/W3124550551","https://openalex.org/W3134238461","https://openalex.org/W3160891790","https://openalex.org/W3166719420","https://openalex.org/W3178248791","https://openalex.org/W3197581483","https://openalex.org/W3200019569","https://openalex.org/W3211245612","https://openalex.org/W3216746548","https://openalex.org/W4220893639","https://openalex.org/W4252684946","https://openalex.org/W4321490958","https://openalex.org/W4362575160","https://openalex.org/W4406371737","https://openalex.org/W4409979538","https://openalex.org/W4413094604","https://openalex.org/W4413934671","https://openalex.org/W4415151493","https://openalex.org/W7117165120","https://openalex.org/W7125181005","https://openalex.org/W7128408153","https://openalex.org/W7154102375","https://openalex.org/W7162491614","https://openalex.org/W7162673669","https://openalex.org/W7167509942"],"related_works":["https://openalex.org/W4406371737","https://openalex.org/W4313891345","https://openalex.org/W2982982920","https://openalex.org/W4412005157","https://openalex.org/W3161410581","https://openalex.org/W7128408153","https://openalex.org/W2052880615","https://openalex.org/W7167509942","https://openalex.org/W7130411603","https://openalex.org/W7117165120"],"abstract_inverted_index":{"Objectives":[0],"To":[1],"determine":[2],"whether":[3,46],"the":[4,22,35,60,125,183,205,218,229,240,248,282,303],"weekly":[5,94,338],"median":[6,322],"real-time":[7],"reverse-transcription":[8],"polymerase":[9],"chain":[10],"reaction":[11],"(RT\u2013PCR)":[12],"quantification":[13],"cycle":[14],"(Cq)":[15],"value":[16],"of":[17,28,71,96,165,242,299,329],"notified":[18],"measles":[19,344],"cases":[20,78],"precedes":[21],"incidence,":[23,97],"transmission,":[24,98],"and":[25,59,75,90,99,115,132,150,174,220,256,270,307],"severity":[26,100,231],"metrics":[27,95],"an":[29],"outbreak.":[30],"We":[31,43,65],"focused":[32],"particularly":[33],"on":[34],"effective":[36],"reproduction":[37],"number":[38],"(":[39,187,198],"R":[40,176,223,244,289],"t":[41,177,224,245,290],").":[42],"also":[44],"assessed":[45],"any":[47],"association":[48,287],"persisted":[49],"after":[50],"adjustment":[51],"for":[52,88,128,216,228],"a":[53,67,81,116,321],"linear":[54],"time":[55],"trend,":[56],"specimen":[57],"composition,":[58],"outcome's":[61],"own":[62],"past.":[63],"Methods":[64],"conducted":[66],"retrospective":[68,285,293],"secondary":[69,117],"analysis":[70],"10,910":[72],"Cq":[73,141,173,251,280,331,340],"determinations":[74,142],"11,735":[76],"confirmed":[77],"recorded":[79],"in":[80,137,182,275,308,316],"single":[82],"Mexican":[83],"national":[84],"case-level":[85],"surveillance":[86,345],"extract":[87],"Chihuahua":[89,185,305],"Jalisco.":[91,309],"Twelve":[92],"reported":[93,160],"were":[101,124,135,143,156],"examined":[102],"by":[103],"cross-correlation,":[104],"four":[105,236],"nested":[106],"lagged":[107],"regression":[108,129],"models":[109],"(M1\u2013M4),":[110],"formal":[111],"Toda\u2013Yamamoto":[112],"Granger":[113],"tests,":[114],"calibrated-lag":[118],"autoregressive":[119],"model.":[120],"Moving-block":[121],"bootstrap":[122,212],"intervals":[123,213],"primary":[126],"method":[127],"inference.":[130],"Autocorrelation-robust":[131],"classical":[133],"methods":[134],"used":[136],"sensitivity":[138],"analyses.":[139],"Individual":[140],"analyzed":[144],"separately":[145],"against":[146],"collection":[147],"timing,":[148],"severity,":[149],"vaccination":[151],"history.":[152],"Results":[153],"Selected-lag":[154],"associations":[155,294],"negative":[157,170],"across":[158],"all":[159],"metric":[161],"families,":[162],"at":[163,179,195,296,320],"leads":[164],"1\u20139":[166],"weeks.":[167],"The":[168,292,325],"strongest":[169],"correlation":[171],"between":[172],"DGE-derived":[175],"occurred":[178,194,295],"+8":[180],"weeks":[181,197,238,301],"second":[184,304],"wave":[186,306],"r":[188,199],"=":[189,200],"\u22120.745).":[190],"In":[191],"Jalisco,":[192],"it":[193],"+7":[196],"\u22120.464).":[201],"Only":[202],"Jalisco":[203],"supported":[204,313],"fully":[206],"adjusted":[207],"model":[208],"4":[209],"(M4).":[210],"There,":[211],"excluded":[214],"zero":[215],"both":[217,243],"laboratory-positive-case":[219],"final":[221],"surveillance-confirmed-case":[222],"estimates":[225],"but":[226],"not":[227],"two":[230,257],"proportions.":[232],"Excluding":[233],"up":[234],"to":[235,268],"endpoint":[237],"preserved":[239],"direction":[241],"estimates.":[246],"At":[247],"individual":[249],"level,":[250],"increased":[252],"with":[253,288],"zero,":[254],"one,":[255],"documented":[258],"vaccine":[259],"doses":[260],"(0.761":[261],"cycles":[262,273],"per":[263],"dose,":[264],"95%":[265],"CI":[266],"0.589":[267],"0.932)":[269],"was":[271],"1.02":[272],"lower":[274],"hospitalized":[276],"cases.":[277],"Conclusions":[278],"Aggregate":[279],"showed":[281],"most":[283],"consistent":[284],"leading":[286],".":[291],"data-calibrated":[297],"lags":[298],"7\u20138":[300],"during":[302],"Conversely,":[310],"leak-free":[311],"forecasting":[312],"incremental":[314],"gain":[315],"one":[317],"analytic":[318],"unit":[319],"2-week":[323],"horizon.":[324],"operational":[326],"predictive":[327],"horizon":[328],"aggregate":[330,339],"therefore":[332],"remains":[333],"unvalidated.":[334],"If":[335],"prospectively":[336],"validated,":[337],"could":[341],"complement":[342],"conventional":[343],"using":[346],"laboratory":[347],"information":[348],"that":[349],"is":[350],"already":[351],"routinely":[352],"collected.":[353]},"counts_by_year":[],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2026-10-09T00:00:00"}
