{"id":"https://openalex.org/W4408564000","doi":"https://doi.org/10.2139/ssrn.5174204","title":"Development and Validation of an Artificial Intelligence Model to Screen Gitelman Syndrome in Patients with Hypokalemia: A Multicenter Study","display_name":"Development and Validation of an Artificial Intelligence Model to Screen Gitelman Syndrome in Patients with Hypokalemia: A Multicenter Study","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408564000","doi":"https://doi.org/10.2139/ssrn.5174204"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.5174204","doi":"https://doi.org/10.2139/ssrn.5174204","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5174204","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.5174204","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Peng Xia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Xia","raw_affiliation_strings":["Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - State Key Laboratory of Complex Severe and Rare Diseases"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - State Key Laboratory of Complex Severe and Rare Diseases","institution_ids":["https://openalex.org/I200296433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103686069","display_name":"Ziyang Huang","orcid":"https://orcid.org/0009-0007-8805-6103","observed_orcids":["https://orcid.org/0009-0007-8805-6103"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyang Huang","raw_affiliation_strings":["Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113754215","display_name":"Ning Lv","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Lv","raw_affiliation_strings":["Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108125487","display_name":"Xiaochen Yu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochen Yu","raw_affiliation_strings":["Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023197360","display_name":"Chaochao Ma","orcid":"https://orcid.org/0000-0003-4870-2231","observed_orcids":["https://orcid.org/0000-0003-4870-2231"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaochao Ma","raw_affiliation_strings":["Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qianqian Han","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qianqian Han","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chao Dong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Dong","raw_affiliation_strings":["Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100747556","display_name":"Xiaoyan Peng","orcid":"https://orcid.org/0009-0002-1867-4065","observed_orcids":["https://orcid.org/0009-0002-1867-4065"]},"institutions":[{"id":"https://openalex.org/I4210105514","display_name":"Capital Institute of Pediatrics","ror":"https://ror.org/00zw6et16","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210105514"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Peng","raw_affiliation_strings":["Capital Institute of Pediatrics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Capital Institute of Pediatrics","institution_ids":["https://openalex.org/I4210105514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741429","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0001-7769-7377","observed_orcids":["https://orcid.org/0000-0001-7769-7377","https://orcid.org/0000-0002-6447-2053","https://orcid.org/0009-0001-5558-6278","https://orcid.org/0009-0007-0975-9880","https://orcid.org/0000-0003-2343-084X"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103008553","display_name":"Xiaoxiao Shi","orcid":"https://orcid.org/0000-0002-5415-0739","observed_orcids":["https://orcid.org/0000-0002-5415-0739"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiao Shi","raw_affiliation_strings":["Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013041844","display_name":"Ling Qiu","orcid":"https://orcid.org/0000-0002-0734-8144","observed_orcids":["https://orcid.org/0000-0002-0734-8144"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Qiu","raw_affiliation_strings":["Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112952032","display_name":"Geng Zhang","orcid":"https://orcid.org/0009-0007-0376-3096","observed_orcids":["https://orcid.org/0009-0007-0376-3096"]},"institutions":[{"id":"https://openalex.org/I4210100934","display_name":"Cangzhou Central Hospital","ror":"https://ror.org/016m2r485","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210100934"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Geng Zhang","raw_affiliation_strings":["Cangzhou Central Hospital","Cangzhou Central Hospital, Cangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cangzhou Central Hospital","institution_ids":["https://openalex.org/I4210100934"]},{"raw_affiliation_string":"Cangzhou Central Hospital, Cangzhou, China","institution_ids":["https://openalex.org/I4210100934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103092642","display_name":"Qiongqiong Yang","orcid":"https://orcid.org/0000-0001-5489-2209","observed_orcids":["https://orcid.org/0000-0001-5489-2209"]},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiongqiong Yang","raw_affiliation_strings":["Sun Yat-sen University (SYSU)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University (SYSU)","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036046765","display_name":"Yong Li","orcid":"https://orcid.org/0000-0003-3985-6589","observed_orcids":["https://orcid.org/0000-0003-3985-6589"]},"institutions":[{"id":"https://openalex.org/I4210100934","display_name":"Cangzhou Central Hospital","ror":"https://ror.org/016m2r485","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210100934"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Li","raw_affiliation_strings":["Cangzhou Central Hospital","Cangzhou Central Hospital, Cangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cangzhou Central Hospital","institution_ids":["https://openalex.org/I4210100934"]},{"raw_affiliation_string":"Cangzhou Central Hospital, Cangzhou, China","institution_ids":["https://openalex.org/I4210100934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011739235","display_name":"Xiang Zhou","orcid":"https://orcid.org/0000-0003-3885-0919","observed_orcids":["https://orcid.org/0000-0003-3885-0919"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Zhou","raw_affiliation_strings":["Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC)","institution_ids":["https://openalex.org/I200296433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034905610","display_name":"Limeng Chen","orcid":"https://orcid.org/0000-0002-8425-5742","observed_orcids":["https://orcid.org/0000-0002-8425-5742"]},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I2801228662","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801228662"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Limeng Chen","raw_affiliation_strings":["Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Chinese Academy of Medical Sciences & Peking Union Medical College (CAMS & PUMC) - Peking Union Medical College Hospital, 1 Shuaifuyuan, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034905610"],"corresponding_institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.5938000082969666,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.5938000082969666,"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/T12876","display_name":"Potassium and Related Disorders","score":0.24279999732971191,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.04039999842643738,"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/gitelman-syndrome","display_name":"Gitelman syndrome","score":0.9980000257492065},{"id":"https://openalex.org/keywords/hypokalemia","display_name":"hypokalemia","score":0.9909999966621399},{"id":"https://openalex.org/keywords/rare-disease-screening","display_name":"rare disease screening","score":0.8140000104904175},{"id":"https://openalex.org/keywords/machine-learning-prediction-models","display_name":"machine learning prediction models","score":0.7300000190734863},{"id":"https://openalex.org/keywords/serum-magnesium","display_name":"serum magnesium","score":0.777999997138977},{"id":"https://openalex.org/keywords/hypomagnesemia","display_name":"hypomagnesemia","score":0.7910000085830688},{"id":"https://openalex.org/keywords/hypocalciuria","display_name":"hypocalciuria","score":0.9190000295639038},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.6620000004768372},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.8939999938011169},{"id":"https://openalex.org/keywords/stacking-ensemble","display_name":"stacking ensemble","score":0.6269999742507935},{"id":"https://openalex.org/keywords/shap","display_name":"SHAP","score":0.6990000009536743},{"id":"https://openalex.org/keywords/embedded-feature-selection","display_name":"embedded feature selection","score":0.7419999837875366},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.5149999856948853},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.3149999976158142},{"id":"https://openalex.org/keywords/multicenter-validation","display_name":"multicenter validation","score":0.6119999885559082},{"id":"https://openalex.org/keywords/external-validation","display_name":"external validation","score":0.7950000166893005},{"id":"https://openalex.org/keywords/physician-assessment","display_name":"physician assessment","score":0.41600000858306885},{"id":"https://openalex.org/keywords/feature-visualization","display_name":"feature visualization","score":0.453000009059906}],"concepts":[{"id":"https://openalex.org/C2778242168","wikidata":"https://www.wikidata.org/wiki/Q794086","display_name":"Hypokalemia","level":2,"score":0.9315388798713684},{"id":"https://openalex.org/C2779749707","wikidata":"https://www.wikidata.org/wiki/Q1053120","display_name":"Gitelman syndrome","level":4,"score":0.5743686556816101},{"id":"https://openalex.org/C2992435398","wikidata":"https://www.wikidata.org/wiki/Q6934595","display_name":"Multicenter study","level":3,"score":0.49828505516052246},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.42368996143341064},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.33376529812812805},{"id":"https://openalex.org/C2776183862","wikidata":"https://www.wikidata.org/wiki/Q3771629","display_name":"Hypomagnesemia","level":3,"score":0.11121112108230591},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.09638062119483948},{"id":"https://openalex.org/C543218039","wikidata":"https://www.wikidata.org/wiki/Q660","display_name":"Magnesium","level":2,"score":0.0},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.5174204","doi":"https://doi.org/10.2139/ssrn.5174204","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5174204","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.5174204","doi":"https://doi.org/10.2139/ssrn.5174204","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5174204","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":1.0,"display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4296061744","https://openalex.org/W4389002018","https://openalex.org/W3123650036","https://openalex.org/W2073074021","https://openalex.org/W2043998071","https://openalex.org/W115956517","https://openalex.org/W4388750216","https://openalex.org/W4313233994","https://openalex.org/W3038133635","https://openalex.org/W2043709164"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2025-10-10T00:00:00"}
