{"id":"https://openalex.org/W3183413516","doi":"https://doi.org/10.1186/s12911-021-01452-7","title":"Selection strategy for sedation depth in critically ill patients on mechanical ventilation","display_name":"Selection strategy for sedation depth in critically ill patients on mechanical ventilation","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3183413516","doi":"https://doi.org/10.1186/s12911-021-01452-7","mag":"3183413516","pmid":"https://pubmed.ncbi.nlm.nih.gov/34330255"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-021-01452-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01452-7","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-021-01452-7.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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 Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s12911-021-01452-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018735035","display_name":"Longxiang Su","orcid":"https://orcid.org/0000-0002-0942-2870"},"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":"Longxiang Su","raw_affiliation_strings":["Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373930","display_name":"Chun Liu","orcid":"https://orcid.org/0000-0003-3521-8483"},"institutions":[{"id":"https://openalex.org/I4210093609","display_name":"Digital China Health (China)","ror":"https://ror.org/00n49pr77","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093609"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Liu","raw_affiliation_strings":["Digital Health China Technologies Co. Ltd., Floor 19, China Technology Exchange Building, 66 West Beisihuan Road, Haidian District, Beijing, 100080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Health China Technologies Co. Ltd., Floor 19, China Technology Exchange Building, 66 West Beisihuan Road, Haidian District, Beijing, 100080, China","institution_ids":["https://openalex.org/I4210093609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052810493","display_name":"Fengxiang Chang","orcid":"https://orcid.org/0000-0002-4389-6260"},"institutions":[{"id":"https://openalex.org/I4210093609","display_name":"Digital China Health (China)","ror":"https://ror.org/00n49pr77","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093609"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengxiang Chang","raw_affiliation_strings":["Digital Health China Technologies Co. Ltd., Floor 19, China Technology Exchange Building, 66 West Beisihuan Road, Haidian District, Beijing, 100080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Health China Technologies Co. Ltd., Floor 19, China Technology Exchange Building, 66 West Beisihuan Road, Haidian District, Beijing, 100080, China","institution_ids":["https://openalex.org/I4210093609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016504488","display_name":"Bo Tang","orcid":"https://orcid.org/0000-0002-7910-7497"},"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":"Bo Tang","raw_affiliation_strings":["Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lin Han","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093609","display_name":"Digital China Health (China)","ror":"https://ror.org/00n49pr77","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093609"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Han","raw_affiliation_strings":["Digital Health China Technologies Co. Ltd., Floor 19, China Technology Exchange Building, 66 West Beisihuan Road, Haidian District, Beijing, 100080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Health China Technologies Co. Ltd., Floor 19, China Technology Exchange Building, 66 West Beisihuan Road, Haidian District, Beijing, 100080, China","institution_ids":["https://openalex.org/I4210093609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041456315","display_name":"Huizhen Jiang","orcid":"https://orcid.org/0000-0001-8869-1237"},"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":"Huizhen Jiang","raw_affiliation_strings":["Information Center Department, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Center Department, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China","institution_ids":["https://openalex.org/I2801228662","https://openalex.org/I200296433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044054378","display_name":"Weiguo Zhu","orcid":"https://orcid.org/0000-0003-4215-5839"},"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":"Weiguo Zhu","raw_affiliation_strings":["Information Center Department/Department of Information Management, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Center Department/Department of Information Management, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, China","institution_ids":["https://openalex.org/I2801228662","https://openalex.org/I200296433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041242363","display_name":"Na Hong","orcid":"https://orcid.org/0000-0001-6798-1761"},"institutions":[{"id":"https://openalex.org/I4210093609","display_name":"Digital China Health (China)","ror":"https://ror.org/00n49pr77","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093609"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Na Hong","raw_affiliation_strings":["Digital Health China Technologies Co. Ltd., Floor 19, China Technology Exchange Building, 66 West Beisihuan Road, Haidian District, Beijing, 100080, China. hongna@dchealth.com","Digital Health China Technologies Co. Ltd., Floor 19, China Technology Exchange Building, 66 West Beisihuan Road, Haidian District, Beijing, 100080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Health China Technologies Co. Ltd., Floor 19, China Technology Exchange Building, 66 West Beisihuan Road, Haidian District, Beijing, 100080, China. hongna@dchealth.com","institution_ids":["https://openalex.org/I4210093609"]},{"raw_affiliation_string":"Digital Health China Technologies Co. Ltd., Floor 19, China Technology Exchange Building, 66 West Beisihuan Road, Haidian District, Beijing, 100080, China","institution_ids":["https://openalex.org/I4210093609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101427550","display_name":"Xiang Zhou","orcid":"https://orcid.org/0000-0001-8523-8082"},"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":"Xiang Zhou","raw_affiliation_strings":["Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China. zx_pumc@163.com","Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China. zx_pumc@163.com","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112900537","display_name":"Yun Long","orcid":"https://orcid.org/0000-0001-6798-1761"},"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":"Yun Long","raw_affiliation_strings":["Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China. ly_icu@aliyun.com","Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China"],"raw_orcid":"https://orcid.org/0000-0001-6798-1761","affiliations":[{"raw_affiliation_string":"Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China. ly_icu@aliyun.com","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]},{"raw_affiliation_string":"Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuaifuyuan, Dongcheng District, Beijing, 100730, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041242363","https://openalex.org/A5101427550","https://openalex.org/A5112900537"],"corresponding_institution_ids":["https://openalex.org/I200296433","https://openalex.org/I2801228662","https://openalex.org/I4210093609"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":0.9991,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.73752563,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"21","issue":"S2","first_page":"79","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10867","display_name":"Intensive Care Unit Cognitive Disorders","score":0.9217000007629395,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10867","display_name":"Intensive Care Unit Cognitive Disorders","score":0.9217000007629395,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care 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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.024299999698996544,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10322","display_name":"Respiratory Support and Mechanisms","score":0.017500000074505806,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sedation","display_name":"Sedation","score":0.9532782435417175},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7380605340003967},{"id":"https://openalex.org/keywords/mechanical-ventilation","display_name":"Mechanical ventilation","score":0.6727349758148193},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.5461221933364868},{"id":"https://openalex.org/keywords/critically-ill","display_name":"Critically ill","score":0.5437631607055664},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.47300106287002563},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.4236401319503784},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.3191415071487427},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11179640889167786}],"concepts":[{"id":"https://openalex.org/C2776814716","wikidata":"https://www.wikidata.org/wiki/Q574801","display_name":"Sedation","level":2,"score":0.9532782435417175},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7380605340003967},{"id":"https://openalex.org/C2777080012","wikidata":"https://www.wikidata.org/wiki/Q3766250","display_name":"Mechanical ventilation","level":2,"score":0.6727349758148193},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.5461221933364868},{"id":"https://openalex.org/C2991859549","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Critically ill","level":2,"score":0.5437631607055664},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.47300106287002563},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.4236401319503784},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.3191415071487427},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11179640889167786}],"mesh":[{"descriptor_ui":"D000758","descriptor_name":"Anesthesia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000758","descriptor_name":"Anesthesia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000758","descriptor_name":"Anesthesia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003422","descriptor_name":"Critical Care","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":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012121","descriptor_name":"Respiration, Artificial","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012121","descriptor_name":"Respiration, Artificial","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012121","descriptor_name":"Respiration, Artificial","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016638","descriptor_name":"Critical Illness","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D016638","descriptor_name":"Critical Illness","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D016638","descriptor_name":"Critical Illness","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D059408","descriptor_name":"Pain Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059408","descriptor_name":"Pain Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059408","descriptor_name":"Pain Management","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-021-01452-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01452-7","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-021-01452-7.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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 Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:34330255","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34330255","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 medical informatics and decision making","raw_type":null},{"id":"pmh:oai:doaj.org/article:0b78784a47e04f7e98004e055e6219af","is_oa":true,"landing_page_url":"https://doaj.org/article/0b78784a47e04f7e98004e055e6219af","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 Medical Informatics and Decision Making, Vol 21, Iss S2, Pp 1-12 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8322830","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8322830","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 Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-021-01452-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01452-7","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-021-01452-7.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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 Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G1939122915","display_name":null,"funder_award_id":"Z201100006820126","funder_id":"https://openalex.org/F4320334978","funder_display_name":"Beijing Nova Program"}],"funders":[{"id":"https://openalex.org/F4320324962","display_name":"Peking Union Medical College Hospital","ror":"https://ror.org/04jztag35"},{"id":"https://openalex.org/F4320326853","display_name":"Peking Union Medical College","ror":null},{"id":"https://openalex.org/F4320334978","display_name":"Beijing Nova Program","ror":"https://ror.org/034k14f91"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3183413516.pdf","grobid_xml":"https://content.openalex.org/works/W3183413516.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1875743483","https://openalex.org/W1966509382","https://openalex.org/W2001390836","https://openalex.org/W2010316218","https://openalex.org/W2031651341","https://openalex.org/W2046819184","https://openalex.org/W2061677754","https://openalex.org/W2080725209","https://openalex.org/W2093636836","https://openalex.org/W2115186092","https://openalex.org/W2123098876","https://openalex.org/W2123256092","https://openalex.org/W2130271602","https://openalex.org/W2138928595","https://openalex.org/W2171191455","https://openalex.org/W2396881363","https://openalex.org/W2897577886","https://openalex.org/W3014662258","https://openalex.org/W3014911098","https://openalex.org/W3021992825"],"related_works":["https://openalex.org/W3032487185","https://openalex.org/W4386281019","https://openalex.org/W2347099951","https://openalex.org/W2093664268","https://openalex.org/W2158400770","https://openalex.org/W1594862303","https://openalex.org/W2415176525","https://openalex.org/W2167121859","https://openalex.org/W1975858568","https://openalex.org/W2416128204"],"abstract_inverted_index":{"BACKGROUND:":[0],"Analgesia":[1],"and":[2,24,129,131,148,181,183,236,244,254,256,264],"sedation":[3,23,32,49,130,180,228,255,281],"therapy":[4,33],"are":[5],"commonly":[6],"used":[7,69,77,97,108],"for":[8,64],"critically":[9],"ill":[10],"patients,":[11],"especially":[12],"mechanically":[13,84],"ventilated":[14,85],"patients.":[15],"From":[16],"the":[17,29,44,100,111,115,143,146,150,155,168,171,184,194,225,270,278,285,288],"initial":[18],"nonsedation":[19],"programs":[20],"to":[21,26,35,39,82,98,109,167,233],"deep":[22],"then":[25,140],"on-demand":[27],"sedation,":[28,202,215],"understanding":[30,43],"of":[31,48,114,145,161,174,179,201,214,227,280,287],"continues":[34],"deepen.":[36],"However,":[37],"according":[38],"different":[40,137,177,199,262],"patient's":[41,46],"condition,":[42],"individual":[45],"depth":[47,226,279],"needs":[50],"remains":[51],"unclear.":[52],"METHODS:":[53],"The":[54,104],"public":[55],"open":[56],"source":[57],"critical":[58],"illness":[59],"database":[60],"Medical":[61],"Information":[62],"Mart":[63],"Intensive":[65],"Care":[66],"III":[67],"was":[68,76,96,107,282],"in":[70,224],"this":[71],"study.":[72],"Latent":[73],"profile":[74,242],"analysis":[75,93,243],"as":[78,229,231],"a":[79,211],"clustering":[80],"method":[81],"classify":[83],"patients":[86,125,175,205,217,249],"based":[87],"on":[88,119,158,273],"36":[89,120],"variables.":[90,103],"Principal":[91],"component":[92],"dimensionality":[94,144,245],"reduction":[95,223],"select":[99],"most":[101,160],"influential":[102],"ROC":[105],"curve":[106],"evaluate":[110],"classification":[112],"accuracy":[113],"model.":[116],"RESULTS:":[117],"Based":[118],"characteristic":[121],"variables,":[122],"we":[123,247],"divided":[124,193,248],"undergoing":[126],"mechanical":[127,252],"ventilation":[128,253],"analgesia":[132,257],"into":[133,197,258],"two":[134,172,259],"categories":[135,260],"with":[136,206,218,251,261],"mortality":[138],"rates,":[139],"further":[141],"reduced":[142],"data":[147],"obtained":[149,265],"9":[151,266],"variables":[152,267],"that":[153,204,268,277],"had":[154,176,269],"greatest":[156,271],"impact":[157,272],"classification,":[159,274],"which":[162,275],"were":[163,188],"ventilator":[164,186,208,220],"parameters.":[165],"According":[166],"Richmond-ASS":[169],"scores,":[170],"phenotypes":[173],"degrees":[178],"analgesia,":[182],"corresponding":[185],"parameters":[187],"also":[189],"significantly":[190],"different.":[191],"We":[192],"validation":[195],"cohort":[196],"three":[198],"levels":[200],"revealing":[203],"high":[207],"conditions":[209,221],"needed":[210],"deeper":[212],"level":[213],"while":[216],"low":[219],"required":[222],"soon":[230],"possible":[232],"promote":[234],"recovery":[235],"avoid":[237],"reinjury.":[238],"CONCLUSION:":[239],"Through":[240],"latent":[241],"reduction,":[246],"treated":[250],"mortalities":[263],"revealed":[276],"limited":[283],"by":[284],"condition":[286],"respiratory":[289],"system.":[290]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
