{"id":"https://openalex.org/W104901463","doi":"https://doi.org/10.1136/amiajnl-2012-000849","title":"Collaborative knowledge acquisition for the design of context-aware alert systems","display_name":"Collaborative knowledge acquisition for the design of context-aware alert systems","publication_year":2012,"publication_date":"2012-06-29","ids":{"openalex":"https://openalex.org/W104901463","doi":"https://doi.org/10.1136/amiajnl-2012-000849","mag":"104901463","pmid":"https://pubmed.ncbi.nlm.nih.gov/22744961"},"language":"en","primary_location":{"id":"doi:10.1136/amiajnl-2012-000849","is_oa":true,"landing_page_url":"https://doi.org/10.1136/amiajnl-2012-000849","pdf_url":"https://academic.oup.com/jamia/article-pdf/19/6/988/6062212/19-6-988.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/jamia/article-pdf/19/6/988/6062212/19-6-988.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001663845","display_name":"Erel Joffe","orcid":"https://orcid.org/0000-0002-7883-289X"},"institutions":[{"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"]},{"id":"https://openalex.org/I2799807261","display_name":"Tel Aviv Sourasky Medical Center","ror":"https://ror.org/04nd58p63","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2799807261"]}],"countries":["IL","US"],"is_corresponding":false,"raw_author_name":"Erel Joffe","raw_affiliation_strings":["Tel Aviv Sourasky Medical Center, Tel Aviv, Israel","School of Biomedical Informatics, The University of Texas Health Science Center, Houston, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tel Aviv Sourasky Medical Center, Tel Aviv, Israel","institution_ids":["https://openalex.org/I2799807261"]},{"raw_affiliation_string":"School of Biomedical Informatics, The University of Texas Health Science Center, Houston, Texas, USA","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019758349","display_name":"Ofer Havakuk","orcid":"https://orcid.org/0000-0002-5097-2698"},"institutions":[{"id":"https://openalex.org/I2799807261","display_name":"Tel Aviv Sourasky Medical Center","ror":"https://ror.org/04nd58p63","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2799807261"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ofer Havakuk","raw_affiliation_strings":["Tel Aviv Sourasky Medical Center, Tel Aviv, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tel Aviv Sourasky Medical Center, Tel Aviv, Israel","institution_ids":["https://openalex.org/I2799807261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069247158","display_name":"Jorge R Herskovic","orcid":"https://orcid.org/0000-0002-0167-5646"},"institutions":[{"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":"Jorge R Herskovic","raw_affiliation_strings":["School of Biomedical Informatics, The University of Texas Health Science Center, Houston, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Informatics, The University of Texas Health Science Center, Houston, Texas, USA","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047328073","display_name":"Vimla L. Patel","orcid":"https://orcid.org/0000-0003-1656-6642"},"institutions":[{"id":"https://openalex.org/I1301626629","display_name":"New York Academy of Medicine","ror":"https://ror.org/00mwdv335","country_code":"US","type":"education","lineage":["https://openalex.org/I1301626629"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vimla L Patel","raw_affiliation_strings":["New York Academy of Medicine, New York, New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York Academy of Medicine, New York, New York, USA","institution_ids":["https://openalex.org/I1301626629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075275684","display_name":"Elmer V. Bernstam","orcid":"https://orcid.org/0000-0001-7643-791X"},"institutions":[{"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":true,"raw_author_name":"Elmer Victor Bernstam","raw_affiliation_strings":["Department of Internal Medicine, Medical School, The University of Texas Health Science Center, Houston, Texas, USA","School of Biomedical Informatics, The University of Texas Health Science Center, Houston, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine, Medical School, The University of Texas Health Science Center, Houston, Texas, USA","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"School of Biomedical Informatics, The University of Texas Health Science Center, Houston, Texas, USA","institution_ids":["https://openalex.org/I919571938"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075275684"],"corresponding_institution_ids":["https://openalex.org/I919571938"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":2.0381,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87911655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"19","issue":"6","first_page":"988","last_page":"994"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.2750000059604645,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.2750000059604645,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.06509999930858612,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T12790","display_name":"Nursing Diagnosis and Documentation","score":0.03689999878406525,"subfield":{"id":"https://openalex.org/subfields/2910","display_name":"Issues, ethics and legal aspects"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.77138751745224},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6917739510536194},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.6886367201805115},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4076972007751465},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4000093936920166},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34850677847862244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3437318801879883},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3262261748313904}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.77138751745224},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6917739510536194},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.6886367201805115},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4076972007751465},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4000093936920166},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34850677847862244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3437318801879883},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3262261748313904},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000740","descriptor_name":"Anemia","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D000740","descriptor_name":"Anemia","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D000740","descriptor_name":"Anemia","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D007388","descriptor_name":"Internal Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007388","descriptor_name":"Internal Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007388","descriptor_name":"Internal Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007557","descriptor_name":"Israel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007557","descriptor_name":"Israel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007557","descriptor_name":"Israel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010818","descriptor_name":"Practice Patterns, Physicians'","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010818","descriptor_name":"Practice Patterns, Physicians'","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010818","descriptor_name":"Practice Patterns, Physicians'","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1136/amiajnl-2012-000849","is_oa":true,"landing_page_url":"https://doi.org/10.1136/amiajnl-2012-000849","pdf_url":"https://academic.oup.com/jamia/article-pdf/19/6/988/6062212/19-6-988.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:22744961","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22744961","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":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:europepmc.org:2809474","is_oa":false,"landing_page_url":"http://europepmc.org/articles/PMC3534462","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3534462","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3534462","pdf_url":null,"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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1136/amiajnl-2012-000849","is_oa":true,"landing_page_url":"https://doi.org/10.1136/amiajnl-2012-000849","pdf_url":"https://academic.oup.com/jamia/article-pdf/19/6/988/6062212/19-6-988.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2183314662","display_name":null,"funder_award_id":"RP101489","funder_id":"https://openalex.org/F4320308129","funder_display_name":"Cancer Prevention and Research Institute of Texas"},{"id":"https://openalex.org/G2795495275","display_name":null,"funder_award_id":"1RC1RR028254","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G3787441823","display_name":"III: Medium: Collaborative Research: Data Mining and Cleaning for Medical Data Warehouse","funder_award_id":"0964613","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4523369571","display_name":null,"funder_award_id":"IIS-0964613","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G5046512187","display_name":null,"funder_award_id":"3UL1RR024148","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G5384082471","display_name":null,"funder_award_id":"1RC1RR028254","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320308129","display_name":"Cancer Prevention and Research Institute of Texas","ror":"https://ror.org/0003xa228"},{"id":"https://openalex.org/F4320337375","display_name":"National Center for Research Resources","ror":"https://ror.org/04pw6fb54"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W104901463.pdf","grobid_xml":"https://content.openalex.org/works/W104901463.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W123103111","https://openalex.org/W187253723","https://openalex.org/W1517015920","https://openalex.org/W1561437312","https://openalex.org/W1901065217","https://openalex.org/W1964424534","https://openalex.org/W1974360117","https://openalex.org/W2017522828","https://openalex.org/W2019862518","https://openalex.org/W2067760738","https://openalex.org/W2098999835","https://openalex.org/W2100235918","https://openalex.org/W2105853095","https://openalex.org/W2110922423","https://openalex.org/W2131675703","https://openalex.org/W2133990480","https://openalex.org/W2137313573","https://openalex.org/W2153431789","https://openalex.org/W2159832529","https://openalex.org/W2161386143","https://openalex.org/W2168378848","https://openalex.org/W2251110755","https://openalex.org/W2395201707","https://openalex.org/W2495137914","https://openalex.org/W4253748410"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4205958290","https://openalex.org/W4384212932","https://openalex.org/W4390590544","https://openalex.org/W2096195258","https://openalex.org/W2990460313","https://openalex.org/W2973458857"],"abstract_inverted_index":{"OBJECTIVE:":[0],"To":[1],"present":[2],"a":[3,74,83],"framework":[4,20],"for":[5,73,82,143],"combining":[6],"implicit":[7],"knowledge":[8,234],"acquisition":[9],"from":[10,68],"multiple":[11],"experts":[12],"with":[13,182,200],"machine":[14,239],"learning":[15,240],"and":[16,58,77,94,98,115,126,147,156,160,179,195,238,248],"to":[17,52,135,167,191,217,244],"evaluate":[18],"this":[19],"in":[21],"the":[22,101,116,151,207,225],"context":[23],"of":[24,109,119,138,150,209,224],"anemia":[25,36,71,139,180,218],"alerts.":[26,212,219],"MATERIALS":[27],"AND":[28],"METHODS:":[29],"Five":[30],"internal":[31],"medicine":[32],"residents":[33],"reviewed":[34,46],"18":[35],"alerts,":[37],"while":[38],"'talking":[39],"aloud'.":[40],"They":[41],"identified":[42],"features":[43],"that":[44],"were":[45,66,122,158,165,222,241],"by":[47,153],"two":[48],"or":[49],"more":[50],"physicians":[51],"determine":[53],"appropriate":[54],"alert":[55,91,144],"level,":[56,92],"etiology":[57,93],"treatment":[59,95],"recommendation.":[60],"Based":[61],"on":[62],"these":[63],"features,":[64],"data":[65],"extracted":[67],"100":[69],"randomly-selected":[70],"cases":[72,81,111,121,140],"training":[75,107],"set":[76,108,118,132],"an":[78,90],"additional":[79],"82":[80,120],"test":[84,117],"set.":[85],"Two":[86],"staff":[87],"internists":[88,154],"assigned":[89],"recommendation":[96],"before":[97,146],"after":[99,148],"reviewing":[100],"entire":[102],"electronic":[103],"medical":[104],"record.":[105],"The":[106,130,213],"118":[110],"(100":[112],"plus":[113],"18)":[114],"explored":[123],"using":[124],"RIDOR":[125],"JRip":[127],"algorithms.":[128],"RESULTS:":[129],"feature":[131],"was":[133,189,215],"sufficient":[134],"assess":[136],"93%":[137],"(intraclass":[141],"correlation":[142],"level":[145],"review":[149],"records":[152],"1":[155],"2":[157],"0.92":[159],"0.95,":[161],"respectively).":[162],"High-precision":[163],"classifiers":[164],"constructed":[166],"identify":[168,192],"low-level":[169,193],"alerts":[170,194],"(precision":[171],"p=0.87,":[172],"recall":[173],"R=0.4),":[174],"iron":[175],"deficiency":[176],"(p=1.0,":[177],"R=0.73),":[178],"associated":[181,199],"kidney":[183],"disease":[184],"(p=0.87,":[185],"R=0.77).":[186],"DISCUSSION:":[187],"It":[188],"possible":[190],"several":[196],"conditions":[197],"commonly":[198],"chronic":[201],"anemia.":[202],"This":[203],"approach":[204],"may":[205],"reduce":[206],"number":[208],"clinically":[210,246],"unimportant":[211],"study":[214,226],"limited":[216],"Furthermore,":[220],"clinicians":[221],"aware":[223],"hypotheses":[227],"potentially":[228],"biasing":[229],"their":[230],"evaluation.":[231],"CONCLUSION:":[232],"Implicit":[233],"acquisition,":[235],"collaborative":[236],"filtering":[237],"combined":[242],"automatically":[243],"induce":[245],"meaningful":[247],"precise":[249],"decision":[250],"rules.":[251]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}