{"id":"https://openalex.org/W4407833684","doi":"https://doi.org/10.3233/978-1-61499-564-7-701","title":"Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results","display_name":"Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W4407833684","doi":"https://doi.org/10.3233/978-1-61499-564-7-701"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-564-7-701","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-564-7-701","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050483596","display_name":"Fraccaro Paolo","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fraccaro Paolo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031198587","display_name":"Brown Benjamin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brown Benjamin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116374273","display_name":"Prosperi Mattia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prosperi Mattia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069884268","display_name":"Sperrin Matthew","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sperrin Matthew","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025569641","display_name":"Buchan Iain","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Buchan Iain","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5067182277","display_name":"Peek Niels","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peek Niels","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050483596"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.68212479,"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/T10206","display_name":"Meta-analysis and systematic reviews","score":0.8788999915122986,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.8788999915122986,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/computer-science","display_name":"Computer science","score":0.5786969661712646},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5257248282432556},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.43632155656814575},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.35959625244140625},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2675539255142212},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14855757355690002},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.05340290069580078}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5786969661712646},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5257248282432556},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.43632155656814575},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.35959625244140625},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2675539255142212},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14855757355690002},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.05340290069580078},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-564-7-701","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-564-7-701","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Laboratory":[0],"test":[1,53,62],"results":[2,54],"in":[3,170],"primary":[4,56],"care":[5,57],"are":[6],"flagged":[7,87,166],"as":[8,60,93],"&amp;lsquo;abnormal&amp;rsquo;":[9],"when":[10],"they":[11],"fall":[12],"outside":[13,162],"a":[14,24,39,69,113,130,142],"population-based":[15,97,110,145],"Reference":[16],"Interval":[17],"(RI),":[18],"typically":[19],"generating":[20],"many":[21],"alerts":[22],"with":[23,167],"low":[25],"specificity.":[26],"In":[27],"order":[28],"to":[29,41,72],"decrease":[30],"alert":[31],"frequency":[32],"while":[33],"retaining":[34],"clinical":[35,171],"relevance,":[36],"we":[37],"developed":[38],"method":[40,80,111],"assess":[42],"dynamic,":[43,78],"patient-tailored":[44,79,118,147],"RIs":[45,148,164],"based":[46],"on":[47],"mixed-effects":[48],"linear":[49],"regression":[50],"models.":[51],"Potassium":[52],"from":[55],"were":[58],"used":[59],"proof-of-concept":[61],"bed.":[63],"Clinical":[64],"relevance":[65],"was":[66],"assessed":[67],"via":[68],"survey":[70],"administered":[71],"general":[73],"practitioners":[74],"(GPs).":[75],"Overall,":[76],"the":[77,82,96,107,117,120,151],"and":[81,89,119,126,136,146],"combination":[83,143],"of":[84,101,144,153],"both":[85,163],"methods":[86,122],"20%":[88],"36%":[90],"fewer":[91],"values":[92,161],"abnormal":[94,154],"than":[95,116],"method.":[98],"Nineteen":[99],"out":[100],"43":[102],"invited":[103],"GPs":[104],"(44%)":[105],"completed":[106],"survey.":[108],"The":[109],"yielded":[112],"better":[114],"sensitivity":[115],"combined":[121],"(0.51":[123],"vs":[124,134],"0.41":[125],"0.38,":[127],"respectively)":[128],"but":[129],"lower":[131],"PPV":[132],"(0.66":[133],"0.67":[135],"0.76,":[137],"respectively).":[138],"We":[139,157],"conclude":[140],"that":[141,159],"can":[149],"improve":[150],"detection":[152],"laboratory":[155],"results.":[156],"suggest":[158],"lab":[160],"be":[165],"high":[168],"priority":[169],"practice.":[172]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
