{"id":"https://openalex.org/W3036918000","doi":"https://doi.org/10.3233/shti200274","title":"Addressing the Search Challenges of Precision Medicine with Information Retrieval Systems and Physician Readers","display_name":"Addressing the Search Challenges of Precision Medicine with Information Retrieval Systems and Physician Readers","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3036918000","doi":"https://doi.org/10.3233/shti200274","mag":"3036918000","pmid":"https://pubmed.ncbi.nlm.nih.gov/32570495"},"language":"en","primary_location":{"id":"doi:10.3233/shti200274","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200274","pdf_url":null,"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://doi.org/10.3233/shti200274","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061627535","display_name":"Kate Fultz Hollis","orcid":"https://orcid.org/0000-0002-4668-6015"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hollis Kate Fultz","raw_affiliation_strings":["Oregon Health & Science University Department of Medical Informatics and Clinical Epidemiology, Portland, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon Health & Science University Department of Medical Informatics and Clinical Epidemiology, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046709245","display_name":"Kirk Roberts","orcid":"https://orcid.org/0000-0001-6525-5213"},"institutions":[{"id":"https://openalex.org/I4210159031","display_name":"The University of Texas Health Science Center","ror":"https://ror.org/05cwbxa29","country_code":"US","type":"education","lineage":["https://openalex.org/I4210159031"]},{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roberts Kirk","raw_affiliation_strings":["The University of Texas Health Science Center, School of Biomedical Informatics, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas Health Science Center, School of Biomedical Informatics, Houston, TX, USA","institution_ids":["https://openalex.org/I4210159031","https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044068445","display_name":"Steven Bedrick","orcid":"https://orcid.org/0000-0002-0163-9397"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bedrick Steven","raw_affiliation_strings":["Oregon Health & Science University Department of Medical Informatics and Clinical Epidemiology, Portland, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon Health & Science University Department of Medical Informatics and Clinical Epidemiology, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001422310","display_name":"William Hersh","orcid":"https://orcid.org/0000-0002-4114-5148"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hersh William R.","raw_affiliation_strings":["Oregon Health & Science University Department of Medical Informatics and Clinical Epidemiology, Portland, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon Health & Science University Department of Medical Informatics and Clinical Epidemiology, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061627535"],"corresponding_institution_ids":["https://openalex.org/I165690674"],"apc_list":null,"apc_paid":null,"fwci":0.3856,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5896727,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"270","issue":null,"first_page":"813","last_page":"817"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9265999794006348,"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/computer-science","display_name":"Computer science","score":0.6460250020027161},{"id":"https://openalex.org/keywords/nist","display_name":"NIST","score":0.6363252997398376},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6124789714813232},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5681511759757996},{"id":"https://openalex.org/keywords/precision-medicine","display_name":"Precision medicine","score":0.5529963970184326},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4949936270713806},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4758610129356384},{"id":"https://openalex.org/keywords/medical-information","display_name":"Medical information","score":0.4515846371650696},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3737354278564453},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33495157957077026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13602891564369202},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.0890134871006012},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.0767287015914917},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.06872829794883728}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6460250020027161},{"id":"https://openalex.org/C111219384","wikidata":"https://www.wikidata.org/wiki/Q6954384","display_name":"NIST","level":2,"score":0.6363252997398376},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6124789714813232},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5681511759757996},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.5529963970184326},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4949936270713806},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4758610129356384},{"id":"https://openalex.org/C3019150057","wikidata":"https://www.wikidata.org/wiki/Q92779279","display_name":"Medical information","level":2,"score":0.4515846371650696},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3737354278564453},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33495157957077026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13602891564369202},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0890134871006012},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.0767287015914917},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06872829794883728},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"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":"D007256","descriptor_name":"Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007256","descriptor_name":"Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007256","descriptor_name":"Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti200274","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200274","pdf_url":null,"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:32570495","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32570495","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/shti200274","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200274","pdf_url":null,"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":[{"id":"https://metadata.un.org/sdg/9","score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2158491338","https://openalex.org/W2807901368","https://openalex.org/W2133733652","https://openalex.org/W2072658171","https://openalex.org/W2606392311","https://openalex.org/W2320042380","https://openalex.org/W4385956668","https://openalex.org/W2900895161","https://openalex.org/W4380838366","https://openalex.org/W2539884462"],"abstract_inverted_index":{"The":[0],"Text":[1],"REtrieval":[2],"Conference":[3],"(TREC),":[4],"co-sponsored":[5],"by":[6,38,88],"the":[7,16,34,40,52,63],"National":[8],"Institute":[9],"of":[10,21,46,75,81,96],"Standards":[11],"and":[12,18,68,102,108],"Technology":[13],"(NIST)":[14],"in":[15,25],"US":[17,19],"Department":[20],"Defense,":[22],"was":[23],"started":[24],"1992.":[26],"TREC's":[27],"purpose":[28],"is":[29],"to":[30,98,110],"support":[31],"research":[32],"within":[33],"information":[35,113],"retrieval":[36,48],"community":[37],"providing":[39],"infrastructure":[41],"necessary":[42],"for":[43,86],"large-scale":[44],"evaluation":[45],"text":[47],"methodologies.":[49],"In":[50],"2017,":[51],"TREC":[53],"Precision":[54],"Medicine":[55],"(Roberts":[56],"et":[57],"al.,":[58],"2017)":[59],"track":[60,67],"grew":[61],"from":[62,106],"Clinical":[64],"Decision":[65],"Support":[66],"focused":[69],"on":[70,114],"a":[71,93],"narrower":[72],"problem":[73],"domain":[74],"precision":[76],"oncology.":[77],"After":[78],"three":[79],"years":[80],"computer":[82],"runs":[83],"being":[84],"evaluated":[85],"relevance":[87],"physician":[89],"readers,":[90],"we":[91],"provide":[92],"unique":[94],"perspective":[95],"how":[97],"evaluate":[99],"computer-generated":[100],"articles":[101],"clinical":[103],"trials":[104],"pulled":[105],"PubMed":[107],"Clinicaltrials.gov":[109],"find":[111],"relevant":[112],"medical":[115],"cases.":[116]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-02-25T21:11:00.739837","created_date":"2025-10-10T00:00:00"}