{"id":"https://openalex.org/W3112561745","doi":"https://doi.org/10.1186/s12859-020-03847-1","title":"Identifying diseases that cause psychological trauma and social avoidance by GCN-Xgboost","display_name":"Identifying diseases that cause psychological trauma and social avoidance by GCN-Xgboost","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3112561745","doi":"https://doi.org/10.1186/s12859-020-03847-1","mag":"3112561745","pmid":"https://pubmed.ncbi.nlm.nih.gov/33323103"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-020-03847-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-020-03847-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-020-03847-1","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-020-03847-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054489615","display_name":"Huijuan Xu","orcid":"https://orcid.org/0000-0001-9907-2044"},"institutions":[{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijuan Xu","raw_affiliation_strings":["First Department of Breast Surgery, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"First Department of Breast Surgery, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China","institution_ids":["https://openalex.org/I4210102673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100767418","display_name":"Hairong Wang","orcid":"https://orcid.org/0000-0002-3627-1270"},"institutions":[{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hairong Wang","raw_affiliation_strings":["Department of Nursing, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China. Hairong2008.happy@163.com","Department of Nursing, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nursing, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China. Hairong2008.happy@163.com","institution_ids":["https://openalex.org/I4210102673"]},{"raw_affiliation_string":"Department of Nursing, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China","institution_ids":["https://openalex.org/I4210102673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070507788","display_name":"Chenshan Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenshan Yuan","raw_affiliation_strings":["Department of Nutrition, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nutrition, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China","institution_ids":["https://openalex.org/I4210102673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050507940","display_name":"Qinghua Zhai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghua Zhai","raw_affiliation_strings":["Department of Medical Records, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Records, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China","institution_ids":["https://openalex.org/I4210102673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023511942","display_name":"Xufeng Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xufeng Tian","raw_affiliation_strings":["Second Department of Breast Surgery, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Second Department of Breast Surgery, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China","institution_ids":["https://openalex.org/I4210102673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101437624","display_name":"Lei Wu","orcid":"https://orcid.org/0000-0002-9649-613X"},"institutions":[{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wu","raw_affiliation_strings":["Second Department of Breast Surgery, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Second Department of Breast Surgery, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China","institution_ids":["https://openalex.org/I4210102673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005708361","display_name":"Yuanyuan Mi","orcid":"https://orcid.org/0000-0003-3456-523X"},"institutions":[{"id":"https://openalex.org/I4210102673","display_name":"Shanxi Provincial Cancer Hospital","ror":"https://ror.org/01790dx02","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210102673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Mi","raw_affiliation_strings":["Second Department of Breast Surgery, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Second Department of Breast Surgery, Shanxi Provincial Cancer Hospital, Taiyuan, People's Republic of China","institution_ids":["https://openalex.org/I4210102673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100767418"],"corresponding_institution_ids":["https://openalex.org/I4210102673"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":3.3442,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.92469479,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"S16","first_page":"504","last_page":"504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.43140000104904175,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.43140000104904175,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.10480000078678131,"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/T13283","display_name":"Mental Health Research Topics","score":0.05119999870657921,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.7103487253189087},{"id":"https://openalex.org/keywords/uniprot","display_name":"UniProt","score":0.5588304400444031},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.5076946020126343},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5025644302368164},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4472367763519287},{"id":"https://openalex.org/keywords/social-support","display_name":"Social support","score":0.4171755015850067},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37773680686950684},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.337302029132843},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3370792865753174},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2099490761756897},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1873723268508911},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1816534698009491},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1499273180961609},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.14133891463279724},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.13678890466690063},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08618178963661194}],"concepts":[{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.7103487253189087},{"id":"https://openalex.org/C202264299","wikidata":"https://www.wikidata.org/wiki/Q905695","display_name":"UniProt","level":3,"score":0.5588304400444031},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.5076946020126343},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5025644302368164},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4472367763519287},{"id":"https://openalex.org/C2778087770","wikidata":"https://www.wikidata.org/wiki/Q2297111","display_name":"Social support","level":2,"score":0.4171755015850067},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37773680686950684},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.337302029132843},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3370792865753174},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2099490761756897},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1873723268508911},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1816534698009491},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1499273180961609},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.14133891463279724},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.13678890466690063},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08618178963661194},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000067073","descriptor_name":"Psychological Trauma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000067073","descriptor_name":"Psychological Trauma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000067073","descriptor_name":"Psychological Trauma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D011788","descriptor_name":"Quality of Life","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D012649","descriptor_name":"Self Concept","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012649","descriptor_name":"Self Concept","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012649","descriptor_name":"Self Concept","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012919","descriptor_name":"Social Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012919","descriptor_name":"Social Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012919","descriptor_name":"Social Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-020-03847-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-020-03847-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-020-03847-1","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:33323103","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33323103","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:15b8be58a97841a683ba15557bd17c84","is_oa":true,"landing_page_url":"https://doaj.org/article/15b8be58a97841a683ba15557bd17c84","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 21, Iss S16, Pp 1-16 (2020)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7739481","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7739481","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-020-03847-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-020-03847-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-020-03847-1","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G6178301796","display_name":null,"funder_award_id":"201603D321056","funder_id":"https://openalex.org/F4320327913","funder_display_name":"ShanXi Science and Technology Department"}],"funders":[{"id":"https://openalex.org/F4320327913","display_name":"ShanXi Science and Technology Department","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3112561745.pdf","grobid_xml":"https://content.openalex.org/works/W3112561745.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1984789788","https://openalex.org/W1987005572","https://openalex.org/W2065731053","https://openalex.org/W2143076797","https://openalex.org/W2159092541","https://openalex.org/W2161062388","https://openalex.org/W2295598076","https://openalex.org/W2483863689","https://openalex.org/W2593848877","https://openalex.org/W2625951824","https://openalex.org/W2751434469","https://openalex.org/W2756098496","https://openalex.org/W2792011710","https://openalex.org/W2796909069","https://openalex.org/W2899728356","https://openalex.org/W2945687131","https://openalex.org/W2950834624","https://openalex.org/W2976614915","https://openalex.org/W2981785128","https://openalex.org/W2989817818","https://openalex.org/W2990684481","https://openalex.org/W3006127706","https://openalex.org/W3014623641","https://openalex.org/W3021338900","https://openalex.org/W3032843171","https://openalex.org/W3102476541","https://openalex.org/W4211054902","https://openalex.org/W4239763840"],"related_works":["https://openalex.org/W24553703","https://openalex.org/W4211000692","https://openalex.org/W4212920271","https://openalex.org/W2417790220","https://openalex.org/W1969501190","https://openalex.org/W2140519858","https://openalex.org/W2476079015","https://openalex.org/W4298001200","https://openalex.org/W2556086418","https://openalex.org/W2747027460"],"abstract_inverted_index":{"BACKGROUND:":[0],"With":[1],"the":[2,13,20,48,70,98,131,137,147,154,157,160,173,216,240],"rapid":[3],"development":[4],"of":[5,22,39,100,133,149,156,162,242,250],"medical":[6,50,66],"treatment,":[7],"many":[8],"patients":[9,42],"not":[10],"only":[11],"consider":[12],"survival":[14,249],"time,":[15],"but":[16],"also":[17,238],"care":[18],"about":[19],"quality":[21],"life.":[23],"Changes":[24],"in":[25,59,136],"physical,":[26],"psychological":[27,78],"and":[28,32,43,80,145,153,183,206,218,245],"social":[29,81,243],"functions":[30],"after":[31],"during":[33,247],"treatment":[34],"have":[35,73,230],"caused":[36],"a":[37,104,143,202],"lot":[38],"troubles":[40],"to":[41,68,76,102,171,195,233],"their":[44,114],"families.":[45],"Based":[46],"on":[47,113],"bio-psycho-social":[49],"model":[51],"theory,":[52],"mental":[53],"health":[54],"plays":[55],"an":[56],"important":[57],"role":[58],"treatment.":[60],"Therefore,":[61,135],"it":[62,208],"is":[63],"necessary":[64],"for":[65],"staff":[67],"know":[69],"diseases":[71,88,110,188],"which":[72,89],"high":[74],"potential":[75],"cause":[77,91],"trauma":[79],"avoidance":[82,244],"(PTSA).":[83],"RESULTS:":[84],"Firstly,":[85],"we":[86,96,119],"obtained":[87,120],"can":[90],"PTSA":[92,197],"from":[93,124],"literatures.":[94],"Then,":[95,118,164],"calculated":[97],"similarities":[99,108,161],"related-diseases":[101],"build":[103],"disease":[105,138,144,174],"network.":[106,175],"The":[107],"between":[109],"were":[111,128,189,220],"based":[112],"known":[115],"related":[116,151],"genes.":[117],"these":[121],"diseases-related":[122],"proteins":[123,127],"UniProt.":[125],"These":[126],"extracted":[129],"as":[130],"features":[132],"diseases.":[134,163,198],"network,":[139],"each":[140,179],"node":[141],"denotes":[142],"contains":[146],"information":[148],"its":[150,184],"proteins,":[152],"edges":[155],"network":[158,167],"are":[159],"graph":[165],"convolutional":[166],"(GCN)":[168],"was":[169,193],"used":[170,194],"encode":[172],"In":[176,226],"this":[177],"way,":[178],"disease's":[180],"own":[181],"feature":[182],"relationship":[185],"with":[186,209],"other":[187],"extracted.":[190],"Finally,":[191],"Xgboost":[192],"identify":[196],"CONCLUSION:":[199],"We":[200,237],"developed":[201],"novel":[203],"method":[204],"'GCN-Xgboost'":[205],"compared":[207],"some":[210,223],"traditional":[211],"methods.":[212,225],"Using":[213],"leave-one-out":[214],"cross-validation,":[215],"AUC":[217],"AUPR":[219],"higher":[221],"than":[222],"existing":[224],"addition,":[227],"case":[228],"studies":[229],"been":[231],"done":[232],"verify":[234],"our":[235],"results.":[236],"discussed":[239],"trajectory":[241],"distress":[246],"acute":[248],"breast":[251],"cancer":[252],"patients.":[253]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}