What Are the Tradeoffs in Outcomes after Casting Versus Surgery for Closed Extraarticular Distal Radius Fractures in Older Patients? A Statistical Learning Model

Distal radius fractures (DRFs) are one of the most common major fractures. Despite their frequency, the tradeoffs in different outcomes after casting or surgery for closed extraarticular DRFs in older adults are unknown. (1) For adults older than 60 years with closed extraarticular DRFs, what are th...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Clinical orthopaedics and related research 2021-12, Vol.479 (12), p.2691-2700
Hauptverfasser: Yoon, Alfred P., Wang, Yibo, Wang, Lu, Chung, Kevin C.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 2700
container_issue 12
container_start_page 2691
container_title Clinical orthopaedics and related research
container_volume 479
creator Yoon, Alfred P.
Wang, Yibo
Wang, Lu
Chung, Kevin C.
description Distal radius fractures (DRFs) are one of the most common major fractures. Despite their frequency, the tradeoffs in different outcomes after casting or surgery for closed extraarticular DRFs in older adults are unknown. (1) For adults older than 60 years with closed extraarticular DRFs, what are the tradeoffs in outcomes for choosing casting versus surgery? (2) In what settings would surgery be preferred over casting? This is a secondary analysis of data from the Wrist and Radius Injury Surgical Trial (WRIST), a randomized, multicenter clinical trial that enrolled patients from April 10, 2012 to December 31, 2016. For WRIST, researchers recruited patients older than 60 years who sustained closed extraarticular distal radius fractures from 24 sites in the United States, Canada, and Singapore. We conducted a secondary analysis using data from WRIST, which had longitudinal data from a robust collection of covariates for patients who underwent surgery and casting. Among the 296 patients recruited in the WRIST study, 59% (174) of patients (mean age 71 ± 9 years) with complete sociodemographic data and 12-month follow-up for each primary outcome were included in the main analysis. More patients underwent surgery than casting (72% [126 of 174] versus 28% [48 of 174]). Most sociodemographic variables were similar between the surgery and casting groups, except for age and volar tilt. The surgical cohort was composed of patients randomized to external fixation, closed reduction percutaneous pinning, or volar locking plate internal fixation. The casting cohort consisted of patients who elected to be treated with closed reduction and casting. A tree-based reinforcement statistical learning method was used to determine the best treatment, either surgery or casting, to maximize functional and esthetic outcomes while minimizing pain. Tree-based reinforcement learning is a statistical learning method to build an unsupervised decision tree within a causal inference framework that will identify useful variables and their cutoff values to tailor treatment assignment accordingly to achieve the best health outcome desired. The primary outcome was minimization of pain (12-month Michigan Hand Outcomes Questionnaire pain subdomain score), maximization of grip strength, total ROM (supination and wrist arc of motion), and esthetics (12-month Michigan Hand Outcomes Questionnaire esthetics subdomain score). Casting was the best treatment to reduce pain and maximize esthetics, wherea
doi_str_mv 10.1097/CORR.0000000000001865
format Article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8726533</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2599082001</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4842-7d8e691466903b93f6c82682b0aaf993716a441add2805485a7cb01a27e9afaf3</originalsourceid><addsrcrecordid>eNpdkttuEzEQhlcIREPhEUCWuOnNFp_Wa9-AotACUlBQWg531mR3NtnirIvtpfRxeFMcUqpSS5Y1nm_-mdFMUTxn9JhRU7-aLZbLY3rnMK2qB8WEVVyXjAn-sJjkX1Mazr4dFE9ivMimkBV_XBwIySRXSk6K3183kMg0IEkbJOcBWvRdF0k_kMWYGr_FSKBLGMgMYuqHNfmCIY6RnI1hjeGadD67nI_YkpNfKQCE1Dejg0De9jGBI0to-8yfBmjSGHAv7dqs-AlSj0OKb8iUnKVs5ARNjpgjhGGX6qNv0T0tHnXgIj67eQ-Lz6cn57P35Xzx7sNsOi8bqSUv61ajMkwqZahYGdGpRnOl-YoCdMaImimQkkHbck0rqSuomxVlwGs00EEnDovXe93LcbXFtsmVBXD2MvRbCNfWQ2__9wz9xq79T6trriohssDRjUDwP0aMyW772KBzMKAfo-WVFFJWTJiMvryHXvgxDLm9TBlDNc_zzFS1p5rgYwzY3RbDqN0tgd0tgb2_BDnuxd1ObqP-TT0Dcg9ceZdHG7-78QqD3SC4tPmrJ6hWJaecsVwJLfPlXPwBKle-1A</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2599082001</pqid></control><display><type>article</type><title>What Are the Tradeoffs in Outcomes after Casting Versus Surgery for Closed Extraarticular Distal Radius Fractures in Older Patients? A Statistical Learning Model</title><source>MEDLINE</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central</source><creator>Yoon, Alfred P. ; Wang, Yibo ; Wang, Lu ; Chung, Kevin C.</creator><creatorcontrib>Yoon, Alfred P. ; Wang, Yibo ; Wang, Lu ; Chung, Kevin C. ; and the WRIST Group</creatorcontrib><description>Distal radius fractures (DRFs) are one of the most common major fractures. Despite their frequency, the tradeoffs in different outcomes after casting or surgery for closed extraarticular DRFs in older adults are unknown. (1) For adults older than 60 years with closed extraarticular DRFs, what are the tradeoffs in outcomes for choosing casting versus surgery? (2) In what settings would surgery be preferred over casting? This is a secondary analysis of data from the Wrist and Radius Injury Surgical Trial (WRIST), a randomized, multicenter clinical trial that enrolled patients from April 10, 2012 to December 31, 2016. For WRIST, researchers recruited patients older than 60 years who sustained closed extraarticular distal radius fractures from 24 sites in the United States, Canada, and Singapore. We conducted a secondary analysis using data from WRIST, which had longitudinal data from a robust collection of covariates for patients who underwent surgery and casting. Among the 296 patients recruited in the WRIST study, 59% (174) of patients (mean age 71 ± 9 years) with complete sociodemographic data and 12-month follow-up for each primary outcome were included in the main analysis. More patients underwent surgery than casting (72% [126 of 174] versus 28% [48 of 174]). Most sociodemographic variables were similar between the surgery and casting groups, except for age and volar tilt. The surgical cohort was composed of patients randomized to external fixation, closed reduction percutaneous pinning, or volar locking plate internal fixation. The casting cohort consisted of patients who elected to be treated with closed reduction and casting. A tree-based reinforcement statistical learning method was used to determine the best treatment, either surgery or casting, to maximize functional and esthetic outcomes while minimizing pain. Tree-based reinforcement learning is a statistical learning method to build an unsupervised decision tree within a causal inference framework that will identify useful variables and their cutoff values to tailor treatment assignment accordingly to achieve the best health outcome desired. The primary outcome was minimization of pain (12-month Michigan Hand Outcomes Questionnaire pain subdomain score), maximization of grip strength, total ROM (supination and wrist arc of motion), and esthetics (12-month Michigan Hand Outcomes Questionnaire esthetics subdomain score). Casting was the best treatment to reduce pain and maximize esthetics, whereas surgery maximized grip strength and ROM. When the patient favored gaining ROM over pain reduction (more than 80:20), surgery was the preferred treatment. When the patient prioritized the importance of grip strength over pain reduction (more than 70:30), surgery was also the preferred treatment. There are tradeoffs in outcomes after treating patients older than 60 years with closed extraarticular distal radius fractures with casting or surgery. When patients are attempting to balance minimizing pain and improving functional outcomes, unless they desire maximal functional recovery, casting may be the better treatment. Surgery may be beneficial if patients want to regain as much grip strength and ROM as possible, even with the possibility of having residual pain. These findings can be referenced for more concrete preoperative counseling and patient expectation management before treatment selection. Level III, therapeutic study.</description><identifier>ISSN: 0009-921X</identifier><identifier>EISSN: 1528-1132</identifier><identifier>DOI: 10.1097/CORR.0000000000001865</identifier><identifier>PMID: 34142664</identifier><language>eng</language><publisher>United States: Wolters Kluwer</publisher><subject>Aged ; Aged, 80 and over ; Casts, Surgical - statistics &amp; numerical data ; Clinical Research ; Closed Fracture Reduction - statistics &amp; numerical data ; Closed reduction ; Female ; Fracture Fixation, Internal - statistics &amp; numerical data ; Fractures ; Hand Strength ; Humans ; Learning ; Male ; Mathematical models ; Middle Aged ; Models, Statistical ; Pain ; Pain Measurement ; Patients ; Questionnaires ; Radius Fractures - therapy ; Randomized Controlled Trials as Topic ; Recovery of Function ; Reinforcement ; Retrospective Studies ; Sociodemographics ; Surgery ; Teaching methods ; Treatment Outcome ; Wrist</subject><ispartof>Clinical orthopaedics and related research, 2021-12, Vol.479 (12), p.2691-2700</ispartof><rights>Wolters Kluwer</rights><rights>Copyright © 2021 by the Association of Bone and Joint Surgeons.</rights><rights>2021 by the Association of Bone and Joint Surgeons</rights><rights>2021 by the Association of Bone and Joint Surgeons 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4842-7d8e691466903b93f6c82682b0aaf993716a441add2805485a7cb01a27e9afaf3</citedby><cites>FETCH-LOGICAL-c4842-7d8e691466903b93f6c82682b0aaf993716a441add2805485a7cb01a27e9afaf3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8726533/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8726533/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34142664$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yoon, Alfred P.</creatorcontrib><creatorcontrib>Wang, Yibo</creatorcontrib><creatorcontrib>Wang, Lu</creatorcontrib><creatorcontrib>Chung, Kevin C.</creatorcontrib><creatorcontrib>and the WRIST Group</creatorcontrib><title>What Are the Tradeoffs in Outcomes after Casting Versus Surgery for Closed Extraarticular Distal Radius Fractures in Older Patients? A Statistical Learning Model</title><title>Clinical orthopaedics and related research</title><addtitle>Clin Orthop Relat Res</addtitle><description>Distal radius fractures (DRFs) are one of the most common major fractures. Despite their frequency, the tradeoffs in different outcomes after casting or surgery for closed extraarticular DRFs in older adults are unknown. (1) For adults older than 60 years with closed extraarticular DRFs, what are the tradeoffs in outcomes for choosing casting versus surgery? (2) In what settings would surgery be preferred over casting? This is a secondary analysis of data from the Wrist and Radius Injury Surgical Trial (WRIST), a randomized, multicenter clinical trial that enrolled patients from April 10, 2012 to December 31, 2016. For WRIST, researchers recruited patients older than 60 years who sustained closed extraarticular distal radius fractures from 24 sites in the United States, Canada, and Singapore. We conducted a secondary analysis using data from WRIST, which had longitudinal data from a robust collection of covariates for patients who underwent surgery and casting. Among the 296 patients recruited in the WRIST study, 59% (174) of patients (mean age 71 ± 9 years) with complete sociodemographic data and 12-month follow-up for each primary outcome were included in the main analysis. More patients underwent surgery than casting (72% [126 of 174] versus 28% [48 of 174]). Most sociodemographic variables were similar between the surgery and casting groups, except for age and volar tilt. The surgical cohort was composed of patients randomized to external fixation, closed reduction percutaneous pinning, or volar locking plate internal fixation. The casting cohort consisted of patients who elected to be treated with closed reduction and casting. A tree-based reinforcement statistical learning method was used to determine the best treatment, either surgery or casting, to maximize functional and esthetic outcomes while minimizing pain. Tree-based reinforcement learning is a statistical learning method to build an unsupervised decision tree within a causal inference framework that will identify useful variables and their cutoff values to tailor treatment assignment accordingly to achieve the best health outcome desired. The primary outcome was minimization of pain (12-month Michigan Hand Outcomes Questionnaire pain subdomain score), maximization of grip strength, total ROM (supination and wrist arc of motion), and esthetics (12-month Michigan Hand Outcomes Questionnaire esthetics subdomain score). Casting was the best treatment to reduce pain and maximize esthetics, whereas surgery maximized grip strength and ROM. When the patient favored gaining ROM over pain reduction (more than 80:20), surgery was the preferred treatment. When the patient prioritized the importance of grip strength over pain reduction (more than 70:30), surgery was also the preferred treatment. There are tradeoffs in outcomes after treating patients older than 60 years with closed extraarticular distal radius fractures with casting or surgery. When patients are attempting to balance minimizing pain and improving functional outcomes, unless they desire maximal functional recovery, casting may be the better treatment. Surgery may be beneficial if patients want to regain as much grip strength and ROM as possible, even with the possibility of having residual pain. These findings can be referenced for more concrete preoperative counseling and patient expectation management before treatment selection. Level III, therapeutic study.</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Casts, Surgical - statistics &amp; numerical data</subject><subject>Clinical Research</subject><subject>Closed Fracture Reduction - statistics &amp; numerical data</subject><subject>Closed reduction</subject><subject>Female</subject><subject>Fracture Fixation, Internal - statistics &amp; numerical data</subject><subject>Fractures</subject><subject>Hand Strength</subject><subject>Humans</subject><subject>Learning</subject><subject>Male</subject><subject>Mathematical models</subject><subject>Middle Aged</subject><subject>Models, Statistical</subject><subject>Pain</subject><subject>Pain Measurement</subject><subject>Patients</subject><subject>Questionnaires</subject><subject>Radius Fractures - therapy</subject><subject>Randomized Controlled Trials as Topic</subject><subject>Recovery of Function</subject><subject>Reinforcement</subject><subject>Retrospective Studies</subject><subject>Sociodemographics</subject><subject>Surgery</subject><subject>Teaching methods</subject><subject>Treatment Outcome</subject><subject>Wrist</subject><issn>0009-921X</issn><issn>1528-1132</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkttuEzEQhlcIREPhEUCWuOnNFp_Wa9-AotACUlBQWg531mR3NtnirIvtpfRxeFMcUqpSS5Y1nm_-mdFMUTxn9JhRU7-aLZbLY3rnMK2qB8WEVVyXjAn-sJjkX1Mazr4dFE9ivMimkBV_XBwIySRXSk6K3183kMg0IEkbJOcBWvRdF0k_kMWYGr_FSKBLGMgMYuqHNfmCIY6RnI1hjeGadD67nI_YkpNfKQCE1Dejg0De9jGBI0to-8yfBmjSGHAv7dqs-AlSj0OKb8iUnKVs5ARNjpgjhGGX6qNv0T0tHnXgIj67eQ-Lz6cn57P35Xzx7sNsOi8bqSUv61ajMkwqZahYGdGpRnOl-YoCdMaImimQkkHbck0rqSuomxVlwGs00EEnDovXe93LcbXFtsmVBXD2MvRbCNfWQ2__9wz9xq79T6trriohssDRjUDwP0aMyW772KBzMKAfo-WVFFJWTJiMvryHXvgxDLm9TBlDNc_zzFS1p5rgYwzY3RbDqN0tgd0tgb2_BDnuxd1ObqP-TT0Dcg9ceZdHG7-78QqD3SC4tPmrJ6hWJaecsVwJLfPlXPwBKle-1A</recordid><startdate>20211201</startdate><enddate>20211201</enddate><creator>Yoon, Alfred P.</creator><creator>Wang, Yibo</creator><creator>Wang, Lu</creator><creator>Chung, Kevin C.</creator><general>Wolters Kluwer</general><general>Lippincott Williams &amp; Wilkins Ovid Technologies</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QP</scope><scope>7T5</scope><scope>H94</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20211201</creationdate><title>What Are the Tradeoffs in Outcomes after Casting Versus Surgery for Closed Extraarticular Distal Radius Fractures in Older Patients? A Statistical Learning Model</title><author>Yoon, Alfred P. ; Wang, Yibo ; Wang, Lu ; Chung, Kevin C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4842-7d8e691466903b93f6c82682b0aaf993716a441add2805485a7cb01a27e9afaf3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Casts, Surgical - statistics &amp; numerical data</topic><topic>Clinical Research</topic><topic>Closed Fracture Reduction - statistics &amp; numerical data</topic><topic>Closed reduction</topic><topic>Female</topic><topic>Fracture Fixation, Internal - statistics &amp; numerical data</topic><topic>Fractures</topic><topic>Hand Strength</topic><topic>Humans</topic><topic>Learning</topic><topic>Male</topic><topic>Mathematical models</topic><topic>Middle Aged</topic><topic>Models, Statistical</topic><topic>Pain</topic><topic>Pain Measurement</topic><topic>Patients</topic><topic>Questionnaires</topic><topic>Radius Fractures - therapy</topic><topic>Randomized Controlled Trials as Topic</topic><topic>Recovery of Function</topic><topic>Reinforcement</topic><topic>Retrospective Studies</topic><topic>Sociodemographics</topic><topic>Surgery</topic><topic>Teaching methods</topic><topic>Treatment Outcome</topic><topic>Wrist</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yoon, Alfred P.</creatorcontrib><creatorcontrib>Wang, Yibo</creatorcontrib><creatorcontrib>Wang, Lu</creatorcontrib><creatorcontrib>Chung, Kevin C.</creatorcontrib><creatorcontrib>and the WRIST Group</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium &amp; Calcified Tissue Abstracts</collection><collection>Immunology Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Clinical orthopaedics and related research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yoon, Alfred P.</au><au>Wang, Yibo</au><au>Wang, Lu</au><au>Chung, Kevin C.</au><aucorp>and the WRIST Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>What Are the Tradeoffs in Outcomes after Casting Versus Surgery for Closed Extraarticular Distal Radius Fractures in Older Patients? A Statistical Learning Model</atitle><jtitle>Clinical orthopaedics and related research</jtitle><addtitle>Clin Orthop Relat Res</addtitle><date>2021-12-01</date><risdate>2021</risdate><volume>479</volume><issue>12</issue><spage>2691</spage><epage>2700</epage><pages>2691-2700</pages><issn>0009-921X</issn><eissn>1528-1132</eissn><abstract>Distal radius fractures (DRFs) are one of the most common major fractures. Despite their frequency, the tradeoffs in different outcomes after casting or surgery for closed extraarticular DRFs in older adults are unknown. (1) For adults older than 60 years with closed extraarticular DRFs, what are the tradeoffs in outcomes for choosing casting versus surgery? (2) In what settings would surgery be preferred over casting? This is a secondary analysis of data from the Wrist and Radius Injury Surgical Trial (WRIST), a randomized, multicenter clinical trial that enrolled patients from April 10, 2012 to December 31, 2016. For WRIST, researchers recruited patients older than 60 years who sustained closed extraarticular distal radius fractures from 24 sites in the United States, Canada, and Singapore. We conducted a secondary analysis using data from WRIST, which had longitudinal data from a robust collection of covariates for patients who underwent surgery and casting. Among the 296 patients recruited in the WRIST study, 59% (174) of patients (mean age 71 ± 9 years) with complete sociodemographic data and 12-month follow-up for each primary outcome were included in the main analysis. More patients underwent surgery than casting (72% [126 of 174] versus 28% [48 of 174]). Most sociodemographic variables were similar between the surgery and casting groups, except for age and volar tilt. The surgical cohort was composed of patients randomized to external fixation, closed reduction percutaneous pinning, or volar locking plate internal fixation. The casting cohort consisted of patients who elected to be treated with closed reduction and casting. A tree-based reinforcement statistical learning method was used to determine the best treatment, either surgery or casting, to maximize functional and esthetic outcomes while minimizing pain. Tree-based reinforcement learning is a statistical learning method to build an unsupervised decision tree within a causal inference framework that will identify useful variables and their cutoff values to tailor treatment assignment accordingly to achieve the best health outcome desired. The primary outcome was minimization of pain (12-month Michigan Hand Outcomes Questionnaire pain subdomain score), maximization of grip strength, total ROM (supination and wrist arc of motion), and esthetics (12-month Michigan Hand Outcomes Questionnaire esthetics subdomain score). Casting was the best treatment to reduce pain and maximize esthetics, whereas surgery maximized grip strength and ROM. When the patient favored gaining ROM over pain reduction (more than 80:20), surgery was the preferred treatment. When the patient prioritized the importance of grip strength over pain reduction (more than 70:30), surgery was also the preferred treatment. There are tradeoffs in outcomes after treating patients older than 60 years with closed extraarticular distal radius fractures with casting or surgery. When patients are attempting to balance minimizing pain and improving functional outcomes, unless they desire maximal functional recovery, casting may be the better treatment. Surgery may be beneficial if patients want to regain as much grip strength and ROM as possible, even with the possibility of having residual pain. These findings can be referenced for more concrete preoperative counseling and patient expectation management before treatment selection. Level III, therapeutic study.</abstract><cop>United States</cop><pub>Wolters Kluwer</pub><pmid>34142664</pmid><doi>10.1097/CORR.0000000000001865</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0009-921X
ispartof Clinical orthopaedics and related research, 2021-12, Vol.479 (12), p.2691-2700
issn 0009-921X
1528-1132
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8726533
source MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central
subjects Aged
Aged, 80 and over
Casts, Surgical - statistics & numerical data
Clinical Research
Closed Fracture Reduction - statistics & numerical data
Closed reduction
Female
Fracture Fixation, Internal - statistics & numerical data
Fractures
Hand Strength
Humans
Learning
Male
Mathematical models
Middle Aged
Models, Statistical
Pain
Pain Measurement
Patients
Questionnaires
Radius Fractures - therapy
Randomized Controlled Trials as Topic
Recovery of Function
Reinforcement
Retrospective Studies
Sociodemographics
Surgery
Teaching methods
Treatment Outcome
Wrist
title What Are the Tradeoffs in Outcomes after Casting Versus Surgery for Closed Extraarticular Distal Radius Fractures in Older Patients? A Statistical Learning Model
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-30T16%3A20%3A04IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=What%20Are%20the%20Tradeoffs%20in%20Outcomes%20after%20Casting%20Versus%20Surgery%20for%20Closed%20Extraarticular%20Distal%20Radius%20Fractures%20in%20Older%20Patients?%20A%20Statistical%20Learning%20Model&rft.jtitle=Clinical%20orthopaedics%20and%20related%20research&rft.au=Yoon,%20Alfred%20P.&rft.aucorp=and%20the%20WRIST%20Group&rft.date=2021-12-01&rft.volume=479&rft.issue=12&rft.spage=2691&rft.epage=2700&rft.pages=2691-2700&rft.issn=0009-921X&rft.eissn=1528-1132&rft_id=info:doi/10.1097/CORR.0000000000001865&rft_dat=%3Cproquest_pubme%3E2599082001%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2599082001&rft_id=info:pmid/34142664&rfr_iscdi=true