{"id":"https://openalex.org/W4281796244","doi":"https://doi.org/10.3233/shti220240","title":"A Comparison of Recommendations from a Computer-Based Decision System and Tobacco Treatment Specialists: Insights and Lessons Learned","display_name":"A Comparison of Recommendations from a Computer-Based Decision System and Tobacco Treatment Specialists: Insights and Lessons Learned","publication_year":2022,"publication_date":"2022-06-06","ids":{"openalex":"https://openalex.org/W4281796244","doi":"https://doi.org/10.3233/shti220240","pmid":"https://pubmed.ncbi.nlm.nih.gov/35673178"},"language":"en","primary_location":{"id":"doi:10.3233/shti220240","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220240","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220240","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220240","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049555436","display_name":"Andrey Soares","orcid":"https://orcid.org/0000-0003-4319-9411"},"institutions":[{"id":"https://openalex.org/I51713134","display_name":"University of Colorado Anschutz Medical Campus","ror":"https://ror.org/03wmf1y16","country_code":"US","type":"education","lineage":["https://openalex.org/I51713134"]},{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrey Soares","raw_affiliation_strings":["School of Medicine, University of Colorado, Aurora, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Colorado, Aurora, CO, USA","institution_ids":["https://openalex.org/I51713134","https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088102456","display_name":"Alireza Khamesipour","orcid":null},"institutions":[{"id":"https://openalex.org/I45029084","display_name":"City University of Seattle","ror":"https://ror.org/008a9hf75","country_code":"US","type":"education","lineage":["https://openalex.org/I4210086682","https://openalex.org/I45029084"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alireza Khamesipour","raw_affiliation_strings":["School of Technology & Computing, City University of Seattle, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Technology & Computing, City University of Seattle, Seattle, WA, USA","institution_ids":["https://openalex.org/I45029084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072513778","display_name":"Joan Davis","orcid":"https://orcid.org/0000-0003-4007-0129"},"institutions":[{"id":"https://openalex.org/I4584351","display_name":"A.T. Still University","ror":"https://ror.org/05hr6q169","country_code":"US","type":"education","lineage":["https://openalex.org/I4584351"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joan M. Davis","raw_affiliation_strings":["Missouri School of Dentistry and Oral Health, A.T. Still University, St. Louis, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Missouri School of Dentistry and Oral Health, A.T. Still University, St. Louis, MO, USA","institution_ids":["https://openalex.org/I4584351"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20117358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"290","issue":null,"first_page":"1006","last_page":"1007"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.7949000000953674,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.7949000000953674,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.7567999958992004,"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/T11719","display_name":"Data Quality and Management","score":0.7425000071525574,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/sample","display_name":"Sample (material)","score":0.5302046537399292},{"id":"https://openalex.org/keywords/tobacco-use","display_name":"Tobacco use","score":0.5007195472717285},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36221519112586975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3271319568157196},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.17061027884483337}],"concepts":[{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5302046537399292},{"id":"https://openalex.org/C3019190695","wikidata":"https://www.wikidata.org/wiki/Q7212330","display_name":"Tobacco use","level":3,"score":0.5007195472717285},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36221519112586975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3271319568157196},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.17061027884483337},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003199","descriptor_name":"Computer Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003199","descriptor_name":"Computer Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003199","descriptor_name":"Computer Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003199","descriptor_name":"Computer Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014026","descriptor_name":"Nicotiana","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014026","descriptor_name":"Nicotiana","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062789","descriptor_name":"Tobacco Products","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062789","descriptor_name":"Tobacco Products","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064424","descriptor_name":"Tobacco Use","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064424","descriptor_name":"Tobacco Use","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064424","descriptor_name":"Tobacco Use","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064424","descriptor_name":"Tobacco Use","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti220240","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220240","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220240","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:35673178","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35673178","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti220240","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220240","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220240","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320333634","display_name":"Anschutz Medical Campus, University of Colorado","ror":"https://ror.org/03wmf1y16"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281796244.pdf","grobid_xml":"https://content.openalex.org/works/W4281796244.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W118829757","https://openalex.org/W2014102399"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W2586801360","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W2604872355"],"abstract_inverted_index":{"This":[0],"pilot":[1],"study":[2],"examines":[3],"the":[4,36,48,56,60,64],"similarities":[5],"and":[6,16,38,63,69],"differences":[7],"between":[8],"treatment":[9,19],"recommendations":[10,34],"offered":[11],"by":[12,43],"a":[13,22],"decision":[14],"system":[15,62],"trained":[17],"tobacco":[18,45],"specialists.":[20],"Using":[21],"sample":[23],"of":[24,41,51,59],"ten":[25],"de-identified":[26],"patient":[27,52],"cases":[28,42,53],"who":[29],"used":[30],"tobacco,":[31],"we":[32],"compared":[33],"from":[35],"manual":[37],"preliminary":[39],"review":[40],"four":[44],"specialists":[46],"with":[47,67],"automated":[49],"analysis":[50],"using":[54],"both":[55],"first":[57],"version":[58,66],"rule-based":[61],"second":[65],"improved":[68],"additional":[70],"rules.":[71]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
