{"id":"https://openalex.org/W4405458940","doi":"https://doi.org/10.1007/s13300-024-01677-5","title":"Cost-Effectiveness of FreeStyle Libre for Glucose Self-Management Among People with Diabetes Mellitus: A Canadian Private Payer Perspective","display_name":"Cost-Effectiveness of FreeStyle Libre for Glucose Self-Management Among People with Diabetes Mellitus: A Canadian Private Payer Perspective","publication_year":2024,"publication_date":"2024-12-17","ids":{"openalex":"https://openalex.org/W4405458940","doi":"https://doi.org/10.1007/s13300-024-01677-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/39688778","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11794756"},"language":"en","primary_location":{"id":"doi:10.1007/s13300-024-01677-5","doi":"https://doi.org/10.1007/s13300-024-01677-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13300-024-01677-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13300-024-01677-5.pdf","source":{"id":"https://openalex.org/S16535137","display_name":"Diabetes Therapy","issn_l":"1869-6953","issn":["1869-6953","1869-6961"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320330","host_organization_name":"Adis, Springer Healthcare","host_organization_lineage":["https://openalex.org/P4310320330","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Adis, Springer Healthcare","Springer Nature"],"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":"Diabetes Therapy","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://link.springer.com/content/pdf/10.1007/s13300-024-01677-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038040018","display_name":"Stewart B. Harris","orcid":"https://orcid.org/0000-0002-1794-6551","observed_orcids":["https://orcid.org/0000-0002-1794-6551"]},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Stewart Harris","raw_affiliation_strings":["Western University, London, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021882234","display_name":"Sal Cimino","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sal Cimino","raw_affiliation_strings":["MORSE Consulting, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MORSE Consulting, Toronto, ON, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yen Nguyen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yen Nguyen","raw_affiliation_strings":["Synergyx Consulting, Montr\u00e9al, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Synergyx Consulting, Montr\u00e9al, QC, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089042196","display_name":"Kirk Szafranski","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153140","display_name":"EVERSANA (Canada)","ror":"https://ror.org/04vgfdj66","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210153140"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kirk Szafranski","raw_affiliation_strings":["Eversana, Burlington, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eversana, Burlington, ON, Canada","institution_ids":["https://openalex.org/I4210153140"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052790434","display_name":"Yeesha Poon","orcid":"https://orcid.org/0000-0002-4290-832X","observed_orcids":["https://orcid.org/0000-0002-4290-832X"]},"institutions":[{"id":"https://openalex.org/I4210096177","display_name":"Abbott (Canada)","ror":"https://ror.org/00z21v095","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210088555","https://openalex.org/I4210096177"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Yeesha Poon","raw_affiliation_strings":["Abbott Diabetes Care, 6925 Century Ave, Suite 100, Mississauga, ON, L5N 7K2, Canada. yeesha.poon@abbott.com","Abbott Diabetes Care, 6925 Century Ave, Suite 100, Mississauga, ON, L5N 7K2, Canada"],"raw_orcid":"https://orcid.org/0000-0002-4290-832X","affiliations":[{"raw_affiliation_string":"Abbott Diabetes Care, 6925 Century Ave, Suite 100, Mississauga, ON, L5N 7K2, Canada. yeesha.poon@abbott.com","institution_ids":[]},{"raw_affiliation_string":"Abbott Diabetes Care, 6925 Century Ave, Suite 100, Mississauga, ON, L5N 7K2, Canada","institution_ids":["https://openalex.org/I4210096177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052790434"],"corresponding_institution_ids":["https://openalex.org/I4210096177"],"apc_list":{"value":6850,"currency":"USD","value_usd":6850},"apc_paid":{"value":6850,"currency":"USD","value_usd":6850},"fwci":3.5937,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.93989642,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"16","issue":"2","first_page":"169","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.5903000235557556,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10560","display_name":"Diabetes Management and Research","score":0.5903000235557556,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.39329999685287476,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10401","display_name":"Diabetes Treatment and Management","score":0.006800000090152025,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/freestyle-libre","display_name":"FreeStyle Libre","score":0.9959999918937683},{"id":"https://openalex.org/keywords/continuous-glucose-monitoring","display_name":"continuous glucose monitoring","score":0.9440000057220459},{"id":"https://openalex.org/keywords/diabetes-self-management","display_name":"diabetes self-management","score":0.6869999766349792},{"id":"https://openalex.org/keywords/type-1-diabetes","display_name":"type 1 diabetes","score":0.796999990940094},{"id":"https://openalex.org/keywords/type-2-diabetes","display_name":"type 2 diabetes","score":1.0},{"id":"https://openalex.org/keywords/self-monitoring-of-blood-glucose","display_name":"self-monitoring of blood glucose","score":0.8920000195503235},{"id":"https://openalex.org/keywords/cost-effectiveness","display_name":"cost-effectiveness","score":0.972000002861023},{"id":"https://openalex.org/keywords/hba1c","display_name":"HbA1c","score":0.7490000128746033},{"id":"https://openalex.org/keywords/hypoglycemia","display_name":"hypoglycemia","score":0.9449999928474426},{"id":"https://openalex.org/keywords/diabetic-ketoacidosis","display_name":"diabetic ketoacidosis","score":0.9990000128746033},{"id":"https://openalex.org/keywords/quality-adjusted-life-years","display_name":"quality-adjusted life years","score":0.8059999942779541},{"id":"https://openalex.org/keywords/canadian-healthcare-costs","display_name":"Canadian healthcare costs","score":0.5889999866485596},{"id":"https://openalex.org/keywords/diabetes-complications","display_name":"diabetes complications","score":0.7319999933242798},{"id":"https://openalex.org/keywords/insulin","display_name":"insulin","score":0.33000001311302185}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8689001202583313},{"id":"https://openalex.org/C2777538456","wikidata":"https://www.wikidata.org/wiki/Q311213","display_name":"Glycated hemoglobin","level":4,"score":0.6818902492523193},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6273139715194702},{"id":"https://openalex.org/C2781232474","wikidata":"https://www.wikidata.org/wiki/Q124407","display_name":"Type 1 diabetes","level":3,"score":0.5684153437614441},{"id":"https://openalex.org/C2910068830","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 Diabetes Mellitus","level":3,"score":0.5569183230400085},{"id":"https://openalex.org/C2780668416","wikidata":"https://www.wikidata.org/wiki/Q202758","display_name":"Hypoglycemia","level":3,"score":0.5106306672096252},{"id":"https://openalex.org/C2779306644","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin","level":2,"score":0.5078802704811096},{"id":"https://openalex.org/C2908918659","wikidata":"https://www.wikidata.org/wiki/Q4927806","display_name":"Blood Glucose Self-Monitoring","level":5,"score":0.47933968901634216},{"id":"https://openalex.org/C2781283889","wikidata":"https://www.wikidata.org/wiki/Q1130148","display_name":"Diabetic ketoacidosis","level":3,"score":0.4662574529647827},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3968876302242279},{"id":"https://openalex.org/C2777180221","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 diabetes","level":3,"score":0.3814504146575928},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2804754972457886},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.2395378053188324},{"id":"https://openalex.org/C2986379492","wikidata":"https://www.wikidata.org/wiki/Q1638492","display_name":"Continuous glucose monitoring","level":4,"score":0.17571011185646057}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s13300-024-01677-5","doi":"https://doi.org/10.1007/s13300-024-01677-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13300-024-01677-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13300-024-01677-5.pdf","source":{"id":"https://openalex.org/S16535137","display_name":"Diabetes Therapy","issn_l":"1869-6953","issn":["1869-6953","1869-6961"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320330","host_organization_name":"Adis, Springer Healthcare","host_organization_lineage":["https://openalex.org/P4310320330","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Adis, Springer Healthcare","Springer Nature"],"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":"Diabetes Therapy","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11794756","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11794756","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11794756/pdf/13300_2024_Article_1677.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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Diabetes Ther","raw_type":"Text"},{"id":"pmid:39688778","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39688778","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":"Diabetes therapy : research, treatment and education of diabetes and related disorders","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1007/s13300-024-01677-5","doi":"https://doi.org/10.1007/s13300-024-01677-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13300-024-01677-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13300-024-01677-5.pdf","source":{"id":"https://openalex.org/S16535137","display_name":"Diabetes Therapy","issn_l":"1869-6953","issn":["1869-6953","1869-6961"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320330","host_organization_name":"Adis, Springer Healthcare","host_organization_lineage":["https://openalex.org/P4310320330","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Adis, Springer Healthcare","Springer Nature"],"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":"Diabetes Therapy","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9763000011444092,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320333256","display_name":"Abbott Diabetes Care","ror":"https://ror.org/03vb88585"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405458940.pdf","grobid_xml":"https://content.openalex.org/works/W4405458940.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W19857607","https://openalex.org/W48647273","https://openalex.org/W654989546","https://openalex.org/W1531291133","https://openalex.org/W1998010112","https://openalex.org/W2005147316","https://openalex.org/W2033468142","https://openalex.org/W2035042051","https://openalex.org/W2036961123","https://openalex.org/W2038962843","https://openalex.org/W2055173561","https://openalex.org/W2081770159","https://openalex.org/W2130408910","https://openalex.org/W2208450501","https://openalex.org/W2278129565","https://openalex.org/W2289675293","https://openalex.org/W2338517537","https://openalex.org/W2519526531","https://openalex.org/W2563731248","https://openalex.org/W2591585197","https://openalex.org/W2606938857","https://openalex.org/W2734011609","https://openalex.org/W2743505738","https://openalex.org/W2766253633","https://openalex.org/W2773071491","https://openalex.org/W2783853071","https://openalex.org/W2889659549","https://openalex.org/W2891969791","https://openalex.org/W2898289646","https://openalex.org/W2914447281","https://openalex.org/W2916159667","https://openalex.org/W2917355348","https://openalex.org/W2925405280","https://openalex.org/W2976779993","https://openalex.org/W2985334076","https://openalex.org/W2995199934","https://openalex.org/W3014734801","https://openalex.org/W3033947135","https://openalex.org/W3043197730","https://openalex.org/W3047004355","https://openalex.org/W3126724397","https://openalex.org/W3152935002","https://openalex.org/W3171487666","https://openalex.org/W3174488743","https://openalex.org/W3193000380","https://openalex.org/W3193511780","https://openalex.org/W3199362287","https://openalex.org/W3200345800","https://openalex.org/W3203723292","https://openalex.org/W3204697031","https://openalex.org/W4200435812","https://openalex.org/W4206353581","https://openalex.org/W4211263770","https://openalex.org/W4220997168","https://openalex.org/W4224930752","https://openalex.org/W4236501586","https://openalex.org/W4285388925","https://openalex.org/W4295885818","https://openalex.org/W4302767823","https://openalex.org/W4307573094","https://openalex.org/W4312093562","https://openalex.org/W4386439153","https://openalex.org/W4386703896","https://openalex.org/W4387033245","https://openalex.org/W4391427137","https://openalex.org/W4399500926","https://openalex.org/W4401392934"],"related_works":["https://openalex.org/W3208771178","https://openalex.org/W4281757116","https://openalex.org/W3175422720","https://openalex.org/W4416776419","https://openalex.org/W4411289375","https://openalex.org/W4401392934","https://openalex.org/W4415985272","https://openalex.org/W4413115973","https://openalex.org/W7106284559","https://openalex.org/W4417482196"],"abstract_inverted_index":{"For":[0],"people":[1,48,103,301,310,426],"living":[2,49,302,311,380,427],"with":[3,50,65,70,104,114,297,303,312,381,421,428],"diabetes,":[4],"effective":[5],"glucose":[6,25,35,42,63,315],"monitoring":[7,26,64,306,316],"is":[8,294,307],"a":[9,76,211,262,273,287],"key":[10],"component":[11],"in":[12,152,168,231,240,250,378,389],"diabetes":[13,110,387,429],"care,":[14],"helping":[15],"to":[16,58,127,205,248,268,404,406],"reduce":[17,318],"disease":[18],"burden,":[19],"complications,":[20],"and":[21,94,107,119,134,167,173,182,193,272,340,345,355],"healthcare":[22],"utilization.":[23],"Sensor-based":[24],"systems,":[27,68],"which":[28,332,417],"can":[29,317,349],"provide":[30],"more":[31,208],"comprehensive":[32],"information":[33],"about":[34],"levels":[36],"than":[37],"capillary-based":[38],"self-monitoring":[39],"of":[40,54,62,75,90,102,117,139,143,235,265,276,321,374,415,423],"blood":[41,324,342],"(SMBG),":[43],"are":[44],"becoming":[45],"established":[46],"among":[47],"diabetes.":[51,304,313],"The":[52,80,141],"objective":[53],"this":[55,368],"study":[56],"was":[57,125,146,203,246,402],"assess":[59],"the":[60,73,83,232,241,319,335,363,372,392],"cost-effectiveness":[61],"FreeStyle":[66,144,201,244,259,292,364,375,399],"Libre":[67,145,202,245,260,293,365,376,400],"compared":[69,296],"SMBG,":[71,206],"from":[72,286],"perspective":[74],"Canadian":[77,179,288],"private":[78,289],"payer.":[79],"analysis":[81,256,283],"used":[82],"validated,":[84],"person-level":[85],"microsimulation":[86],"model":[87],"DEDUCE":[88,393],"(Determination":[89],"Diabetes":[91],"Utilities,":[92],"Costs,":[93],"Effects).":[95],"Analyses":[96],"were":[97,184,189,229],"conducted":[98],"separately":[99],"for":[100,270,279,299,309,425],"populations":[101],"type":[105,108,382,385],"1":[106,383],"2":[109,386],"mellitus":[111,388],"(T1DM;":[112],"T2DM),":[113],"time":[115],"horizons":[116],"40":[118],"25":[120],"years,":[121],"respectively.":[122],"T2DM":[123],"treatment":[124],"assumed":[126],"be":[128,350],"84%":[129],"non-insulin,":[130],"10%":[131],"basal":[132],"insulin,":[133],"6%":[135],"multiple":[136],"daily":[137],"injections":[138],"insulin.":[140],"effect":[142,373],"modeled":[147,371],"as":[148,191,362,410],"reductions":[149],"versus":[150],"SMBG":[151,249,269,298],"glycated":[153],"hemoglobin":[154],"level":[155],"(T1DM,":[156],"\u2212":[157,161,165,218,225],"0.42%;":[158],"insulin-treated":[159],"T2DM,":[160,164],"0.59%;":[162],"non-insulin-treated":[163],"0.3%)":[166],"acute":[169],"diabetic":[170,174,326],"events":[171],"(hypoglycemia":[172],"ketoacidosis).":[175],"Costs":[176],"(in":[177],"2023":[178],"dollars":[180],"(Can$))":[181],"utilities":[183],"discounted":[185],"at":[186,210],"1.5%.":[187],"Outcomes":[188],"assessed":[190],"costs":[192],"quality-adjusted":[194,411],"life":[195,412,419],"years":[196],"(QALYs).":[197],"In":[198,367,396],"both":[199,397],"populations,":[200],"dominant":[204,247,267,278],"providing":[207],"QALYs":[209],"lower":[212],"cost":[213],"(T1DM:":[214],"+":[215,222],"1.25":[216],"QALYs,":[217,224],"Can$32,287":[219],"costs;":[220],"T2DM:":[221],"0.48":[223],"Can$8091":[226],"costs).":[227],"Reductions":[228],"seen":[230],"cumulative":[233],"incidence":[234],"all":[236,251,300],"complications":[237],"(except":[238],"blindness":[239],"T1DM":[242,271],"analysis).":[243],"scenarios":[252],"tested.":[253],"Probabilistic":[254],"sensitivity":[255],"showed":[257],"that":[258],"had":[261],"100%":[263],"probability":[264,275],"being":[266,277],"91%":[274],"T2DM.":[280],"This":[281,348],"economic":[282,394],"shows":[284],"that,":[285],"payer":[290],"perspective,":[291],"cost-effective":[295],"Glucose":[305],"important":[308],"Effective":[314],"risk":[320],"hypoglycemia":[322],"(low":[323],"sugar),":[325],"ketoacidosis":[327],"(a":[328],"potentially":[329],"life-threatening":[330],"complication":[331],"occurs":[333],"when":[334],"body":[336],"has":[337],"low":[338],"insulin":[339],"high":[341],"sugar":[343],"levels),":[344],"long-term":[346],"complications.":[347],"done":[351],"using":[352,391],"finger":[353],"sticks":[354],"test":[356],"strips":[357],"or":[358,384],"sensor-based":[359],"devices":[360],"such":[361],"systems.":[366],"study,":[369],"we":[370],"use":[377,401],"persons":[379],"Canada":[390],"model.":[395],"analyses,":[398],"predicted":[403],"lead":[405],"better":[407],"outcomes":[408],"(measured":[409],"years\u2014a":[413],"measure":[414],"health":[416],"combines":[418],"expectancy":[420],"quality":[422],"life)":[424],"while":[430],"reducing":[431],"costs.":[432]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":5}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-12-17T00:00:00"}
