{"created":"2024-12-12T09:27:23.943494+00:00","id":2010882,"links":{},"metadata":{"_buckets":{"deposit":"c4223a2e-4d2b-4d2b-8ffc-5940ade6fb24"},"_deposit":{"created_by":7,"id":"2010882","owners":[7],"pid":{"revision_id":0,"type":"depid","value":"2010882"},"status":"published"},"_oai":{"id":"oai:tokushima-u.repo.nii.ac.jp:02010882","sets":["1713853213384:1713853297799"]},"author_link":["1436"],"item_10001_alternative_title_1":{"attribute_name":"タイトル別表記","attribute_value_mlt":[{"subitem_alternative_title":"PREDICT DIABETES INCIDENCE WITH HBA1C AND OTHER ITEMS","subitem_alternative_title_language":"en"}]},"item_10001_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2006","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"6","bibliographicPageEnd":"180","bibliographicPageStart":"171","bibliographicVolumeNumber":"52","bibliographic_titles":[{"bibliographic_title":"Kobe Journal of Medical Sciences","bibliographic_titleLang":"en"}]}]},"item_10001_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"In diabetes screening with hemoglobin A1c in lieu of plasma glucose, the optimum cut-off point for predicting the incidence of diabetes mellitus in the four-year period was examined. In addition, considerations were given on items in the screening and questionnaire aside from hemoglobin A1c, which would be useful in predicting diabetes aside from hemoglobin A1c. The optimum cut-off point of hemoglobin A1c to predict diabetes, based on receiver operating characteristic curve, was 5.3 percent (sensitivity, 84.2%; specificity, 92.1%). Based on the logistic regression analysis, useful items (other than hemoglobin A1c) were alanine aminotransferase and γ-glutamyl transpeptidase. A combined application of hemoglobin A1c with alanine aminotransferase and γ-glutamyl transpeptidase for predicting the incidence of diabetes in the four-year period resulted in the sensitivity of 86.8% and the specificity of 96.3%. When the combined application was compared with the sole use of hemoglobin A1c at 5.3%, the combined use was superior to the latter in terms of both sensitivity and specificity, resulting in the reduction of false positives by more than 50%.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_10001_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Kobe University Graduate School of Medicine","subitem_publisher_language":"en"}]},"item_10001_source_id_9":{"attribute_name":"収録物ID","attribute_value_mlt":[{"subitem_source_identifier":"18830498","subitem_source_identifier_type":"ISSN"},{"subitem_source_identifier":"AA12024533","subitem_source_identifier_type":"NCID"},{"subitem_source_identifier":"AA00711740","subitem_source_identifier_type":"NCID"}]},"item_10001_version_type_20":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_1715043197608":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access"}]},"item_1722929371688":{"attribute_name":"出版社版DOI","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://www.med.kobe-u.ac.jp/journal/contents/52/171.pdf","subitem_relation_type_select":"URI"}}]},"item_1723180141928":{"attribute_name":"EID","attribute_value_mlt":[{"subitem_identifier_type":"URI","subitem_identifier_uri":"394734"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"タカハシ, カオル","creatorNameLang":"ja"},{"creatorName":"タカハシ, カオル","creatorNameLang":"ja-Kana"},{"creatorName":"Takahashi, Kaoru","creatorNameLang":"en"}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[{"affiliationNameIdentifier":"","affiliationNameIdentifierScheme":"ISNI","affiliationNameIdentifierURI":"http://www.isni.org/isni/"}],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"内山, 八郎","creatorNameLang":"ja"},{"creatorName":"ウチヤマ, ハチロウ","creatorNameLang":"ja-Kana"},{"creatorName":"Uchiyama, Hachiro","creatorNameLang":"en"}],"familyNames":[{"familyName":"内山","familyNameLang":"ja"},{"familyName":"ウチヤマ","familyNameLang":"ja-Kana"},{"familyName":"Uchiyama","familyNameLang":"en"}],"givenNames":[{"givenName":"八郎","givenNameLang":"ja"},{"givenName":"ハチロウ","givenNameLang":"ja-Kana"},{"givenName":"Hachiro","givenNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"1436","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"375131/profile-ja.html","nameIdentifierScheme":"徳島大学 教育研究者総覧","nameIdentifierURI":"http://pub2.db.tokushima-u.ac.jp/ERD/person/375131/profile-ja.html"}]},{"creatorNames":[{"creatorName":"ヤナギサワ, シンイチロウ","creatorNameLang":"ja"},{"creatorName":"ヤナギサワ, シンイチロウ","creatorNameLang":"ja-Kana"},{"creatorName":"Yanagisawa, Shinichiro","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"カマエ, イサオ","creatorNameLang":"ja"},{"creatorName":"カマエ, イサオ","creatorNameLang":"ja-Kana"},{"creatorName":"Kamae, Isao","creatorNameLang":"en"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2023-04-11"}],"displaytype":"detail","filename":"kjms_52_6_171.pdf","filesize":[{"value":"378 KB"}],"format":"application/pdf","mimetype":"application/pdf","url":{"objectType":"fulltext","url":"https://tokushima-u.repo.nii.ac.jp/record/2010882/files/kjms_52_6_171.pdf"},"version_id":"a9bbe7e5-6260-4405-966c-4f46625d8494"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"hemoglobin A1c (HbA1c)","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"diabetes","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"predict","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"receiver operating characteristic curve (ROC curve)","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"logistic regression analysis","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"The Logistic Regression and ROC Analysis of Group-based Screening for Predicting Diabetes Incidence in Four Years","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"The Logistic Regression and ROC Analysis of Group-based Screening for Predicting Diabetes Incidence in Four Years","subitem_title_language":"en"}]},"item_type_id":"40001","owner":"7","path":["1713853297799"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2023-04-11"},"publish_date":"2023-04-11","publish_status":"0","recid":"2010882","relation_version_is_last":true,"title":["The Logistic Regression and ROC Analysis of Group-based Screening for Predicting Diabetes Incidence in Four Years"],"weko_creator_id":"7","weko_shared_id":-1},"updated":"2025-02-03T02:37:24.144135+00:00"}