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    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0065">Introduction</span><p id="par0005" class="elsevierStylePara elsevierViewall">An increasing number of observational studies using electronic medical records &#40;EMR&#41; databases have recently been published&#44; helping us to better understand the epidemiology of osteoporotic fractures&#44; as well as to identify new &#40;emerging&#41; risk factors associated with an excess risk of fragility fractures&#46; These studies have provided us with good-quality data on site-specific associations with obesity&#44; type 2 diabetes mellitus&#44; as well as the effects of a number of drugs&#46;<a class="elsevierStyleCrossRefs" href="#bib0075"><span class="elsevierStyleSup">1&#8211;7</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">These EMR databases provide an elevated number of patients and relatively long follow-up&#44; supporting large-scale epidemiologic studies at relatively low cost&#44; compared to primary data collection cohorts&#46;<a class="elsevierStyleCrossRef" href="#bib0110"><span class="elsevierStyleSup">8</span></a> In addition&#44; they allow for quick data extraction and analysis&#44; minimizing the wait for recruitment and follow-up in classic cohort studies&#46; The main limitation of epidemiologic EMR-based studies in the field of osteoporosis research&#44; however&#44; is that these data sources &#8211; in principle &#8211; do not distinguish between traumatic and fragility fractures given that no specific code&#47;s exist that differentiate between them&#46; This can lead to an overestimation of burden of disease by the inclusion of non-osteoporotic fractures&#44; as well as to misclassification of the outcome &#40;i&#46;e&#46;&#44; fragility fracture&#41; in association studies&#46; In an attempt to minimize such issues&#44; authors usually focus on major fractures as their study outcome&#44; as these are considered typically associated with low-trauma impact&#47;s and&#47;or fall&#47;s&#46;<a class="elsevierStyleCrossRefs" href="#bib0100"><span class="elsevierStyleSup">6&#44;7</span></a> In addition&#44; validation studies have generally shown a high concordance between the fracture site recorded in EMRs and the actual site as reported by patient&#47;s or responsible clinicians&#44;<a class="elsevierStyleCrossRef" href="#bib0115"><span class="elsevierStyleSup">9</span></a> with no mention of whether the studied fractures were trauma-related or not&#46; Given all this&#44; we aimed to calculate the proportion of fragility fractures identified in a random sample of coded fractures in SIDIAP&#44; both overall and after stratification by fracture site&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0070">Methods</span><p id="par0015" class="elsevierStylePara elsevierViewall">We conducted a retrospective observational study in 6 primary care centres &#40;<span class="elsevierStyleItalic">La Sagrera&#44; Casc Antic&#44; G&#242;tic&#44; Via Roma&#44; Verneda Sud i Sant Mart&#237; Nord</span>&#41; contributing data to the <span class="elsevierStyleItalic">Sistema d&#8217;Informaci&#243; per al Desenvolupament de la Investigaci&#243; en Atenci&#243; Prim&#224;ria</span> &#40;SIDIAP&#41; database &#40;<a href="http://www.sidiap.org/">www&#46;sidiap&#46;org</a>&#41;&#46; SIDIAP contains clinical primary care information&#44; with diagnoses coded using the 10th edition of the International Classification of Diseases &#40;ICD-10&#41;&#44; clinical measurements&#44; and immunizations&#44; hospital admissions information&#44; and pharmacy invoice data &#40;detailed information on prescribed drugs dispensed in community pharmacies&#41; for &#62;5&#46;5 million patients &#40;80&#37; of the population&#41; in Catalonia&#44; Spain&#46;</p><p id="par0020" class="elsevierStylePara elsevierViewall">We selected all patients &#8805; 50 years old with a clinical fracture registered in 2012 primary care records &#40;January 1 through December 31&#41;&#44; using pre-specified &#40;and previously validated&#41; lists of ICD-10 codes &#40;T02&#44; T08&#44; T10&#44; T12&#44; S02&#44; S12&#44; S22&#44; S32&#44; S42&#44; S52&#44; S62&#44; S72&#44; S82&#44; S92 and subcategories&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0115"><span class="elsevierStyleSup">9</span></a></p><p id="par0025" class="elsevierStylePara elsevierViewall">Patients with a record of dementia or a serious psychiatric disease in the EMR&#44; as well as those with a fracture coded previous to the study period or subsequent data discarded fracture were excluded&#46; Additionally&#44; subjects who had no phone number&#44; did not respond to 3 phone calls &#40;at different times of the day&#41;&#44; moved to a different primary care centre&#44; or died during the study were also excluded&#46; Recruitment and clinical interviews for data collection were undertaken from March 1 through December 31&#44; 2013&#46;</p><p id="par0030" class="elsevierStylePara elsevierViewall">A sample size of 304 subjects randomly selected was estimated to be sufficient to estimate an expected positive predictive value of 65&#37; with a 95&#37; confidence and a precision of &#177;6 percent units&#44; anticipating a 20&#37; attrition rate&#46;</p><p id="par0035" class="elsevierStylePara elsevierViewall">This study was approved by the Clinical Research Ethics Committee of the Jordi Gol Primary Care Research Institute &#40;P12&#47;110&#41;&#44; Barcelona&#44; Spain&#46; Verbal informed consent was obtained from all patients before inclusion&#46; Information on patient characteristics&#44; previous fractures&#44; recorded diagnosis of osteoporosis&#44; and previous use of anti-osteoporosis drugs was collected using an electronic data collection sheet&#46;</p><p id="par0040" class="elsevierStylePara elsevierViewall">All patients were asked about the date&#44; site and type &#40;traumatic or fragility&#41; of fracture sustained during 2012&#46; Fragility fracture is defined by the World Health Organization as &#8220;a fracture caused by injury that would be insufficient to fracture a normal bone&#8230;the result of reduced compressive and&#47;or torsional strength of bone&#8221;&#59; and may be clinically defined as a fracture &#8220;&#8230;that occurs as a result of a minimal trauma&#44; such as a fall from a standing height or less&#44; or no identifiable trauma&#8221;&#46;<a class="elsevierStyleCrossRef" href="#bib0120"><span class="elsevierStyleSup">10</span></a> Other fractures were considered as traumatic&#46;</p><p id="par0045" class="elsevierStylePara elsevierViewall">We used linear regression models to identify features associated with fragility &#40;rather than traumatic&#41; fracture&#47;s&#46; All the statistical tests were undertaken with a confidence interval &#40;CI&#41; of 95&#37;&#44; using the SPSS statistical package version 13 and R software version 3&#46;2&#46;3&#46;</p></span><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Results</span><p id="par0050" class="elsevierStylePara elsevierViewall">We identified 616 patients with a registered fracture in 2012 and 491 were contacted&#46; In 97 cases subsequent data discarded fracture &#40;mostly teeth breaks coded as fracture of the face&#44; and in a few cases ligament injuries coded as knee fracture&#41;&#46; We included 331 patients in the final cohort &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>&#41;&#46; Baseline and subgroup characteristics are described in detail in <a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#46;</p><elsevierMultimedia ident="fig0005"></elsevierMultimedia><elsevierMultimedia ident="tbl0005"></elsevierMultimedia><p id="par0055" class="elsevierStylePara elsevierViewall">The most common fractures were forearm &#40;82&#41;&#44; feet &#40;49&#41;&#44; ribs &#40;38&#41;&#44; and humerus &#40;32&#41;&#59; other locations were fibula &#40;29&#41;&#44; hand or fingers &#40;28&#41;&#44; hip &#40;24&#41;&#44; tibia &#40;23&#41;&#44; vertebral &#40;16&#41;&#44; and face or skull &#40;15&#41;&#46; In the clinical interview&#44; 225&#47;349 &#40;64&#46;5&#37;&#41; were classified as fragility fractures&#44; with a higher 70&#46;0&#37; &#40;180&#47;257&#41; when non-osteoporotic fracture sites &#40;face&#44; skull&#44; and digits&#41; were excluded&#46; Validity was significantly better for classic osteoporotic fracture sites&#58; 91&#46;7&#37; for hip&#44; 87&#46;7&#37; for spine&#44; and 80&#46;5&#37; when any major fracture &#40;including hip&#44; spine&#44; wrist&#47;forearm&#44; and proximal humerus&#41; was included&#46;</p><p id="par0060" class="elsevierStylePara elsevierViewall">Patients with fragility &#40;non-traumatic&#41; fractures were more often women&#44; older&#44; and had a higher prevalence of recorded osteoporosis compared to patients with traumatic fractures &#40;<a class="elsevierStyleCrossRef" href="#tbl0010">Table 2</a>&#41;&#46;</p><elsevierMultimedia ident="tbl0010"></elsevierMultimedia></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Discussion</span><p id="par0065" class="elsevierStylePara elsevierViewall">We report the first validation of fragility fractures as identified in primary care centres contributing to an EMR database&#58; &#62;90&#37; hip&#44; &#62;85&#37; vertebral&#44; and &#62;80&#37; major clinical fractures were classified as due to bone fragility rather than high-impact&#47;trauma in 2012 cases identified in SIDIAP in patients &#8805;50 years old&#46; This is reassuring for researchers using similar EMR datasets for the study of the epidemiology of major osteoporotic fractures&#46; The proportion of fragility fractures was about 70&#37; when all fractures &#40;except face&#44; skull&#44; hand or fingers&#41; were considered&#44; which should be considered for the design&#44; analysis and interpretation of future studies&#46;</p><p id="par0070" class="elsevierStylePara elsevierViewall">In addition&#44; we identified patient characteristics associated with a higher likelihood of fragility fracture &#40;amongst those with coded fractures&#41;&#44; including the coded diagnosis of osteoporosis in EMR&#46; Previous studies have shown&#44; however&#44; that about 25&#37; to 30&#37; of patients with a previous osteoporotic&#47;fragility fracture or treated with anti-osteoporosis drug&#47;s have no such diagnosis recorded in their records&#44;<a class="elsevierStyleCrossRefs" href="#bib0125"><span class="elsevierStyleSup">11&#44;12</span></a> limiting the usefulness of such a strategy for the identification of fragility fractures in these databases&#46;</p><p id="par0075" class="elsevierStylePara elsevierViewall">In validation studies of individual fracture cases&#44; authors have explored the accuracy of fracture date&#47;s and&#47;or site&#47;s using a number of data sources &#40;linked classical cohort data&#44; hospital databases&#44; and free-text review of medical charts&#41; as a reference&#47;gold standard&#46;<a class="elsevierStyleCrossRefs" href="#bib0135"><span class="elsevierStyleSup">13&#44;9</span></a> Although these have shown EMR databases coding to be highly specific &#40;&#62;95&#37; for all fracture sites tested&#41; and moderately sensitive &#40;almost 70&#37; for hip fractures&#41; for the identification of fracture sites&#44; no previous validation of fragility fractures has been carried out&#44; to our knowledge&#46;</p><p id="par0080" class="elsevierStylePara elsevierViewall">Two classical risk factors for osteoporotic fracture&#44; female sex and age &#8805;60 years&#44; were also predictors of fragility fracture&#46;<a class="elsevierStyleCrossRef" href="#bib0140"><span class="elsevierStyleSup">14</span></a> Other risk factors were more prevalent in the subgroup of patients with fragility fracture&#44; including previous fracture&#44; oral glucocorticoid use&#44; or parental history of hip fracture&#46;</p><p id="par0085" class="elsevierStylePara elsevierViewall">Our study has both strengths and limitations&#46; The main limitation is the representativeness of the SIDIAP database sample&#46; The 6 participating primary care centres are located in urban areas&#59; therefore&#44; no data were included from rural centres&#46; Nonetheless&#44; the study&#39;s population base was considerable&#44; with more than 54&#44;000 registered patients in the age group of interest &#40;50 years or older&#41; and 90 GPs in the 6 participating primary care centres&#46; In addition&#44; &#62;80&#37; of the eligible patients were contacted and included&#44; giving high external validity to our sample&#46; Finally&#44; a strength of our data is the individual validation of time&#44; location&#44; and type&#47;nature of each fracture in a clinical interview with affected patients&#44; which provided valuable information on the coding of fractures in the SIDIAP database&#44; and generated recommendations for future research in the field&#46; This EMR database is not used out of Catalonia&#44; but published data from SIDIAP are potentially relevant to clinicians from the rest of the country &#40;and probably from other countries as well&#41;&#46;</p><p id="par0090" class="elsevierStylePara elsevierViewall">This is the first individual validation of coded incident fractures in an EMR database&#44; SIDIAP &#40;from Catalonia&#41;&#46; We showed that &#62;80&#37; of the major fractures &#40;and &#62;90&#37; of hip fractures&#41; registered for patients &#8805;50 years old are related to bone fragility rather than to trauma&#46;</p></span><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Conflict of interest</span><p id="par0095" class="elsevierStylePara elsevierViewall">Daniel Prieto-Alhambra&#39;s research group has received unrelated research grants from AMGEN&#44; BIOIBERICA S&#46;A&#46;&#44; Laboratoires Servier and UCB Pharmaceuticals&#46; The other authors have no conflict of interest&#46;</p></span></span>"
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            1 => "Fracturas por fragilidad"
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        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Purpose</span><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">Electronic medical records databases use pre-specified lists of diagnostic codes to identify fractures&#46; These codes&#44; however&#44; are not specific enough to disentangle traumatic from fragility-related fractures&#46; We report on the proportion of fragility fractures identified in a random sample of coded fractures in SIDIAP&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">Methods</span><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">Patients<span class="elsevierStyleHsp" style=""></span>&#8805;<span class="elsevierStyleHsp" style=""></span>50 years old with any fracture recorded in 2012 &#40;as per pre-specified ICD-10 codes&#41; and alive at the time of recruitment were eligible for this retrospective observational study in 6 primary care centres contributing to the SIDIAP database &#40;<span class="elsevierStyleInterRef" id="intr0005" href="http://www.sidiap.org/">www&#46;sidiap&#46;org</span>&#41;&#46; Those with previous fracture&#47;s&#44; non-responders&#44; and those with dementia or a serious psychiatric disease were excluded&#46; Data on fracture type &#40;traumatic vs fragility&#41;&#44; skeletal site&#44; and basic patient characteristics were collected&#46;</p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Results</span><p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">Of 491&#47;616 &#40;79&#46;7&#37;&#41; patients with a registered fracture in 2012 who were contacted&#44; 331 &#40;349 fractures&#41; were included&#46; The most common fractures were forearm &#40;82&#41;&#44; ribs &#40;38&#41;&#44; and humerus &#40;32&#41;&#44; and 225&#47;349 &#40;64&#46;5&#37;&#41; were fragility fractures&#44; with higher proportions for classic osteoporotic sites&#58; hip&#44; 91&#46;7&#37;&#59; spine&#44; 87&#46;7&#37;&#59; and major fractures&#44; 80&#46;5&#37;&#46; This proportion was higher in women&#44; the elderly&#44; and patients with a previously coded diagnosis of osteoporosis&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Conclusions</span><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">More than 4 in 5 major fractures recorded in SIDIAP are due to fragility &#40;non-traumatic&#41;&#44; with higher proportions for hip &#40;92&#37;&#41; and vertebral &#40;88&#37;&#41; fracture&#44; and a lower proportion for fractures other than major ones&#46; Our data support the validity of SIDIAP for the study of the epidemiology of osteoporotic fractures&#46;</p></span>"
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        "resumen" => "<span id="abst0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0035">Objetivos</span><p id="spar0025" class="elsevierStyleSimplePara elsevierViewall">La historia cl&#237;nica informatizada utiliza una lista de c&#243;digos diagn&#243;sticos pre-especificados para identiticar fracturas&#44; pero estos c&#243;digos no permiten distinguir entre fracturas traum&#225;ticas y fracturas por fragilidad&#46; Se reporta la proporci&#243;n de fracturas por fragilidad identificadas en una muestra aleatorizada de fracturas codificadas en SIDIAP&#46;</p></span> <span id="abst0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">M&#233;todos</span><p id="spar0030" class="elsevierStyleSimplePara elsevierViewall">Estudio observacional retrospectivo realizado en 6 centros de atenci&#243;n primaria que contribuyen a la base de datos SIDIAP &#40;<span class="elsevierStyleInterRef" id="intr0010" href="http://www.sidiap.org/">www&#46;sidiap&#46;org</span>&#41;&#46; Se seleccionaron pacientes &#8805;<span class="elsevierStyleHsp" style=""></span>50 a&#241;os con cualquier fractura registrada en 2012 &#40;mediante c&#243;digos CIE-10&#41; que permanecieran vivos en el reclutamiento y excluyendo aquellos con fractura previa&#44; contacto imposible o aquellos con demencia o trastorno mental severo&#46; Se recogi&#243; informaci&#243;n sobre tipo de fractura &#40;traum&#225;tica o fragilidad&#41;&#44; localizaci&#243;n y caracter&#237;sticas descriptivas de los pacientes&#46;</p></span> <span id="abst0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Resultados</span><p id="spar0035" class="elsevierStyleSimplePara elsevierViewall">Un total de 491&#47;616 &#40;79&#44;7&#37;&#41; de los pacientes con fractura en 2012 fueron contactados y 331 &#40;349 fracturas&#41; fueron incluidos&#46; Las fracturas m&#225;s comunes fueron antebrazo &#40;82&#41;&#44; costillas &#40;38&#41; y h&#250;mero &#40;32&#41;&#59; 225&#47;349 &#40;64&#44;5&#37;&#41; fueron fracturas por fragilidad&#44; con mayor proporci&#243;n para las localizaciones t&#237;picas de la osteoporosis&#58; f&#233;mur &#40;91&#44;7&#37;&#41;&#44; columna vertebral &#40;87&#44;7&#37;&#41; y fracturas principales &#40;80&#44;5&#37;&#41;&#46; La proporci&#243;n fue mayor en mujeres&#44; edad avanzada y pacientes con diagn&#243;stico previo de osteoporosis&#46;</p></span> <span id="abst0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">Conclusiones</span><p id="spar0040" class="elsevierStyleSimplePara elsevierViewall">M&#225;s de 4 de cada 5 fracturas principales registradas en SIDIAP son por fragilidad&#44; con una mayor proporci&#243;n para f&#233;mur &#40;92&#37;&#41; y columna verterbal &#40;88&#37;&#41;&#44; y menor proporci&#243;n para otras localizaciones no t&#237;picas&#46; Nuestros datos apoyan la validaci&#243;n de SIDIAP para el estudio epidemiol&#243;gico de las fracturas osteopor&#243;ticas&#46;</p></span>"
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                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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                  \t\t\t\t">Current smoker&#59; <span class="elsevierStyleItalic">n</span> &#40;&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">Patients with previous fractures&#59; <span class="elsevierStyleItalic">n</span> &#40;&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  """
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>80 and older&nbsp;\t\t\t\t\t\t\n
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Original Article
Validation of fragility fractures in primary care electronic medical records: A population-based study
Validación de las fracturas por fragilidad en la historia clínica informatizada de atención primaria: un estudio poblacional
Daniel Martinez-Lagunaa,b, Alberto Soria-Castroa,b, Cristina Carbonell-Abellaa,b, Pilar Orozco-Lópezb, Pilar Estrada-Lazab, Xavier Noguesc, Adolfo Díez-Perezc, Daniel Prieto-Alhambraa,c,d,e,
Corresponding author
a GREMPAL Research Group, Idiap Jordi Gol Primary Care Research Institute, CIBER FES ISCIII, Universitat Autonoma de Barcelona, Barcelona, Spain
b Ambit Barcelona, Primary Care Department, Institut Català de la Salut, Barcelona, Spain
c Internal Medicine Department IMIM (Hospital del Mar Medical Research), Universitat Autónoma de Barcelona, CIBER FES ISCIII, Barcelona, Spain
d MRC Lifecourse Epidemiology Unit, Southampton University, Southampton, UK
e Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, NIHR Oxford Musculoskeletal Biomedical Research Unit, University of Oxford, Oxford, UK
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    "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0065">Introduction</span><p id="par0005" class="elsevierStylePara elsevierViewall">An increasing number of observational studies using electronic medical records &#40;EMR&#41; databases have recently been published&#44; helping us to better understand the epidemiology of osteoporotic fractures&#44; as well as to identify new &#40;emerging&#41; risk factors associated with an excess risk of fragility fractures&#46; These studies have provided us with good-quality data on site-specific associations with obesity&#44; type 2 diabetes mellitus&#44; as well as the effects of a number of drugs&#46;<a class="elsevierStyleCrossRefs" href="#bib0075"><span class="elsevierStyleSup">1&#8211;7</span></a></p><p id="par0010" class="elsevierStylePara elsevierViewall">These EMR databases provide an elevated number of patients and relatively long follow-up&#44; supporting large-scale epidemiologic studies at relatively low cost&#44; compared to primary data collection cohorts&#46;<a class="elsevierStyleCrossRef" href="#bib0110"><span class="elsevierStyleSup">8</span></a> In addition&#44; they allow for quick data extraction and analysis&#44; minimizing the wait for recruitment and follow-up in classic cohort studies&#46; The main limitation of epidemiologic EMR-based studies in the field of osteoporosis research&#44; however&#44; is that these data sources &#8211; in principle &#8211; do not distinguish between traumatic and fragility fractures given that no specific code&#47;s exist that differentiate between them&#46; This can lead to an overestimation of burden of disease by the inclusion of non-osteoporotic fractures&#44; as well as to misclassification of the outcome &#40;i&#46;e&#46;&#44; fragility fracture&#41; in association studies&#46; In an attempt to minimize such issues&#44; authors usually focus on major fractures as their study outcome&#44; as these are considered typically associated with low-trauma impact&#47;s and&#47;or fall&#47;s&#46;<a class="elsevierStyleCrossRefs" href="#bib0100"><span class="elsevierStyleSup">6&#44;7</span></a> In addition&#44; validation studies have generally shown a high concordance between the fracture site recorded in EMRs and the actual site as reported by patient&#47;s or responsible clinicians&#44;<a class="elsevierStyleCrossRef" href="#bib0115"><span class="elsevierStyleSup">9</span></a> with no mention of whether the studied fractures were trauma-related or not&#46; Given all this&#44; we aimed to calculate the proportion of fragility fractures identified in a random sample of coded fractures in SIDIAP&#44; both overall and after stratification by fracture site&#46;</p></span><span id="sec0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0070">Methods</span><p id="par0015" class="elsevierStylePara elsevierViewall">We conducted a retrospective observational study in 6 primary care centres &#40;<span class="elsevierStyleItalic">La Sagrera&#44; Casc Antic&#44; G&#242;tic&#44; Via Roma&#44; Verneda Sud i Sant Mart&#237; Nord</span>&#41; contributing data to the <span class="elsevierStyleItalic">Sistema d&#8217;Informaci&#243; per al Desenvolupament de la Investigaci&#243; en Atenci&#243; Prim&#224;ria</span> &#40;SIDIAP&#41; database &#40;<a href="http://www.sidiap.org/">www&#46;sidiap&#46;org</a>&#41;&#46; SIDIAP contains clinical primary care information&#44; with diagnoses coded using the 10th edition of the International Classification of Diseases &#40;ICD-10&#41;&#44; clinical measurements&#44; and immunizations&#44; hospital admissions information&#44; and pharmacy invoice data &#40;detailed information on prescribed drugs dispensed in community pharmacies&#41; for &#62;5&#46;5 million patients &#40;80&#37; of the population&#41; in Catalonia&#44; Spain&#46;</p><p id="par0020" class="elsevierStylePara elsevierViewall">We selected all patients &#8805; 50 years old with a clinical fracture registered in 2012 primary care records &#40;January 1 through December 31&#41;&#44; using pre-specified &#40;and previously validated&#41; lists of ICD-10 codes &#40;T02&#44; T08&#44; T10&#44; T12&#44; S02&#44; S12&#44; S22&#44; S32&#44; S42&#44; S52&#44; S62&#44; S72&#44; S82&#44; S92 and subcategories&#41;&#46;<a class="elsevierStyleCrossRef" href="#bib0115"><span class="elsevierStyleSup">9</span></a></p><p id="par0025" class="elsevierStylePara elsevierViewall">Patients with a record of dementia or a serious psychiatric disease in the EMR&#44; as well as those with a fracture coded previous to the study period or subsequent data discarded fracture were excluded&#46; Additionally&#44; subjects who had no phone number&#44; did not respond to 3 phone calls &#40;at different times of the day&#41;&#44; moved to a different primary care centre&#44; or died during the study were also excluded&#46; Recruitment and clinical interviews for data collection were undertaken from March 1 through December 31&#44; 2013&#46;</p><p id="par0030" class="elsevierStylePara elsevierViewall">A sample size of 304 subjects randomly selected was estimated to be sufficient to estimate an expected positive predictive value of 65&#37; with a 95&#37; confidence and a precision of &#177;6 percent units&#44; anticipating a 20&#37; attrition rate&#46;</p><p id="par0035" class="elsevierStylePara elsevierViewall">This study was approved by the Clinical Research Ethics Committee of the Jordi Gol Primary Care Research Institute &#40;P12&#47;110&#41;&#44; Barcelona&#44; Spain&#46; Verbal informed consent was obtained from all patients before inclusion&#46; Information on patient characteristics&#44; previous fractures&#44; recorded diagnosis of osteoporosis&#44; and previous use of anti-osteoporosis drugs was collected using an electronic data collection sheet&#46;</p><p id="par0040" class="elsevierStylePara elsevierViewall">All patients were asked about the date&#44; site and type &#40;traumatic or fragility&#41; of fracture sustained during 2012&#46; Fragility fracture is defined by the World Health Organization as &#8220;a fracture caused by injury that would be insufficient to fracture a normal bone&#8230;the result of reduced compressive and&#47;or torsional strength of bone&#8221;&#59; and may be clinically defined as a fracture &#8220;&#8230;that occurs as a result of a minimal trauma&#44; such as a fall from a standing height or less&#44; or no identifiable trauma&#8221;&#46;<a class="elsevierStyleCrossRef" href="#bib0120"><span class="elsevierStyleSup">10</span></a> Other fractures were considered as traumatic&#46;</p><p id="par0045" class="elsevierStylePara elsevierViewall">We used linear regression models to identify features associated with fragility &#40;rather than traumatic&#41; fracture&#47;s&#46; All the statistical tests were undertaken with a confidence interval &#40;CI&#41; of 95&#37;&#44; using the SPSS statistical package version 13 and R software version 3&#46;2&#46;3&#46;</p></span><span id="sec0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0075">Results</span><p id="par0050" class="elsevierStylePara elsevierViewall">We identified 616 patients with a registered fracture in 2012 and 491 were contacted&#46; In 97 cases subsequent data discarded fracture &#40;mostly teeth breaks coded as fracture of the face&#44; and in a few cases ligament injuries coded as knee fracture&#41;&#46; We included 331 patients in the final cohort &#40;<a class="elsevierStyleCrossRef" href="#fig0005">Fig&#46; 1</a>&#41;&#46; Baseline and subgroup characteristics are described in detail in <a class="elsevierStyleCrossRef" href="#tbl0005">Table 1</a>&#46;</p><elsevierMultimedia ident="fig0005"></elsevierMultimedia><elsevierMultimedia ident="tbl0005"></elsevierMultimedia><p id="par0055" class="elsevierStylePara elsevierViewall">The most common fractures were forearm &#40;82&#41;&#44; feet &#40;49&#41;&#44; ribs &#40;38&#41;&#44; and humerus &#40;32&#41;&#59; other locations were fibula &#40;29&#41;&#44; hand or fingers &#40;28&#41;&#44; hip &#40;24&#41;&#44; tibia &#40;23&#41;&#44; vertebral &#40;16&#41;&#44; and face or skull &#40;15&#41;&#46; In the clinical interview&#44; 225&#47;349 &#40;64&#46;5&#37;&#41; were classified as fragility fractures&#44; with a higher 70&#46;0&#37; &#40;180&#47;257&#41; when non-osteoporotic fracture sites &#40;face&#44; skull&#44; and digits&#41; were excluded&#46; Validity was significantly better for classic osteoporotic fracture sites&#58; 91&#46;7&#37; for hip&#44; 87&#46;7&#37; for spine&#44; and 80&#46;5&#37; when any major fracture &#40;including hip&#44; spine&#44; wrist&#47;forearm&#44; and proximal humerus&#41; was included&#46;</p><p id="par0060" class="elsevierStylePara elsevierViewall">Patients with fragility &#40;non-traumatic&#41; fractures were more often women&#44; older&#44; and had a higher prevalence of recorded osteoporosis compared to patients with traumatic fractures &#40;<a class="elsevierStyleCrossRef" href="#tbl0010">Table 2</a>&#41;&#46;</p><elsevierMultimedia ident="tbl0010"></elsevierMultimedia></span><span id="sec0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0080">Discussion</span><p id="par0065" class="elsevierStylePara elsevierViewall">We report the first validation of fragility fractures as identified in primary care centres contributing to an EMR database&#58; &#62;90&#37; hip&#44; &#62;85&#37; vertebral&#44; and &#62;80&#37; major clinical fractures were classified as due to bone fragility rather than high-impact&#47;trauma in 2012 cases identified in SIDIAP in patients &#8805;50 years old&#46; This is reassuring for researchers using similar EMR datasets for the study of the epidemiology of major osteoporotic fractures&#46; The proportion of fragility fractures was about 70&#37; when all fractures &#40;except face&#44; skull&#44; hand or fingers&#41; were considered&#44; which should be considered for the design&#44; analysis and interpretation of future studies&#46;</p><p id="par0070" class="elsevierStylePara elsevierViewall">In addition&#44; we identified patient characteristics associated with a higher likelihood of fragility fracture &#40;amongst those with coded fractures&#41;&#44; including the coded diagnosis of osteoporosis in EMR&#46; Previous studies have shown&#44; however&#44; that about 25&#37; to 30&#37; of patients with a previous osteoporotic&#47;fragility fracture or treated with anti-osteoporosis drug&#47;s have no such diagnosis recorded in their records&#44;<a class="elsevierStyleCrossRefs" href="#bib0125"><span class="elsevierStyleSup">11&#44;12</span></a> limiting the usefulness of such a strategy for the identification of fragility fractures in these databases&#46;</p><p id="par0075" class="elsevierStylePara elsevierViewall">In validation studies of individual fracture cases&#44; authors have explored the accuracy of fracture date&#47;s and&#47;or site&#47;s using a number of data sources &#40;linked classical cohort data&#44; hospital databases&#44; and free-text review of medical charts&#41; as a reference&#47;gold standard&#46;<a class="elsevierStyleCrossRefs" href="#bib0135"><span class="elsevierStyleSup">13&#44;9</span></a> Although these have shown EMR databases coding to be highly specific &#40;&#62;95&#37; for all fracture sites tested&#41; and moderately sensitive &#40;almost 70&#37; for hip fractures&#41; for the identification of fracture sites&#44; no previous validation of fragility fractures has been carried out&#44; to our knowledge&#46;</p><p id="par0080" class="elsevierStylePara elsevierViewall">Two classical risk factors for osteoporotic fracture&#44; female sex and age &#8805;60 years&#44; were also predictors of fragility fracture&#46;<a class="elsevierStyleCrossRef" href="#bib0140"><span class="elsevierStyleSup">14</span></a> Other risk factors were more prevalent in the subgroup of patients with fragility fracture&#44; including previous fracture&#44; oral glucocorticoid use&#44; or parental history of hip fracture&#46;</p><p id="par0085" class="elsevierStylePara elsevierViewall">Our study has both strengths and limitations&#46; The main limitation is the representativeness of the SIDIAP database sample&#46; The 6 participating primary care centres are located in urban areas&#59; therefore&#44; no data were included from rural centres&#46; Nonetheless&#44; the study&#39;s population base was considerable&#44; with more than 54&#44;000 registered patients in the age group of interest &#40;50 years or older&#41; and 90 GPs in the 6 participating primary care centres&#46; In addition&#44; &#62;80&#37; of the eligible patients were contacted and included&#44; giving high external validity to our sample&#46; Finally&#44; a strength of our data is the individual validation of time&#44; location&#44; and type&#47;nature of each fracture in a clinical interview with affected patients&#44; which provided valuable information on the coding of fractures in the SIDIAP database&#44; and generated recommendations for future research in the field&#46; This EMR database is not used out of Catalonia&#44; but published data from SIDIAP are potentially relevant to clinicians from the rest of the country &#40;and probably from other countries as well&#41;&#46;</p><p id="par0090" class="elsevierStylePara elsevierViewall">This is the first individual validation of coded incident fractures in an EMR database&#44; SIDIAP &#40;from Catalonia&#41;&#46; We showed that &#62;80&#37; of the major fractures &#40;and &#62;90&#37; of hip fractures&#41; registered for patients &#8805;50 years old are related to bone fragility rather than to trauma&#46;</p></span><span id="sec0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0085">Conflict of interest</span><p id="par0095" class="elsevierStylePara elsevierViewall">Daniel Prieto-Alhambra&#39;s research group has received unrelated research grants from AMGEN&#44; BIOIBERICA S&#46;A&#46;&#44; Laboratoires Servier and UCB Pharmaceuticals&#46; The other authors have no conflict of interest&#46;</p></span></span>"
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            1 => "Fracturas por fragilidad"
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        "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0010">Purpose</span><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">Electronic medical records databases use pre-specified lists of diagnostic codes to identify fractures&#46; These codes&#44; however&#44; are not specific enough to disentangle traumatic from fragility-related fractures&#46; We report on the proportion of fragility fractures identified in a random sample of coded fractures in SIDIAP&#46;</p></span> <span id="abst0010" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0015">Methods</span><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">Patients<span class="elsevierStyleHsp" style=""></span>&#8805;<span class="elsevierStyleHsp" style=""></span>50 years old with any fracture recorded in 2012 &#40;as per pre-specified ICD-10 codes&#41; and alive at the time of recruitment were eligible for this retrospective observational study in 6 primary care centres contributing to the SIDIAP database &#40;<span class="elsevierStyleInterRef" id="intr0005" href="http://www.sidiap.org/">www&#46;sidiap&#46;org</span>&#41;&#46; Those with previous fracture&#47;s&#44; non-responders&#44; and those with dementia or a serious psychiatric disease were excluded&#46; Data on fracture type &#40;traumatic vs fragility&#41;&#44; skeletal site&#44; and basic patient characteristics were collected&#46;</p></span> <span id="abst0015" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0020">Results</span><p id="spar0015" class="elsevierStyleSimplePara elsevierViewall">Of 491&#47;616 &#40;79&#46;7&#37;&#41; patients with a registered fracture in 2012 who were contacted&#44; 331 &#40;349 fractures&#41; were included&#46; The most common fractures were forearm &#40;82&#41;&#44; ribs &#40;38&#41;&#44; and humerus &#40;32&#41;&#44; and 225&#47;349 &#40;64&#46;5&#37;&#41; were fragility fractures&#44; with higher proportions for classic osteoporotic sites&#58; hip&#44; 91&#46;7&#37;&#59; spine&#44; 87&#46;7&#37;&#59; and major fractures&#44; 80&#46;5&#37;&#46; This proportion was higher in women&#44; the elderly&#44; and patients with a previously coded diagnosis of osteoporosis&#46;</p></span> <span id="abst0020" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Conclusions</span><p id="spar0020" class="elsevierStyleSimplePara elsevierViewall">More than 4 in 5 major fractures recorded in SIDIAP are due to fragility &#40;non-traumatic&#41;&#44; with higher proportions for hip &#40;92&#37;&#41; and vertebral &#40;88&#37;&#41; fracture&#44; and a lower proportion for fractures other than major ones&#46; Our data support the validity of SIDIAP for the study of the epidemiology of osteoporotic fractures&#46;</p></span>"
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        "resumen" => "<span id="abst0025" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0035">Objetivos</span><p id="spar0025" class="elsevierStyleSimplePara elsevierViewall">La historia cl&#237;nica informatizada utiliza una lista de c&#243;digos diagn&#243;sticos pre-especificados para identiticar fracturas&#44; pero estos c&#243;digos no permiten distinguir entre fracturas traum&#225;ticas y fracturas por fragilidad&#46; Se reporta la proporci&#243;n de fracturas por fragilidad identificadas en una muestra aleatorizada de fracturas codificadas en SIDIAP&#46;</p></span> <span id="abst0030" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0040">M&#233;todos</span><p id="spar0030" class="elsevierStyleSimplePara elsevierViewall">Estudio observacional retrospectivo realizado en 6 centros de atenci&#243;n primaria que contribuyen a la base de datos SIDIAP &#40;<span class="elsevierStyleInterRef" id="intr0010" href="http://www.sidiap.org/">www&#46;sidiap&#46;org</span>&#41;&#46; Se seleccionaron pacientes &#8805;<span class="elsevierStyleHsp" style=""></span>50 a&#241;os con cualquier fractura registrada en 2012 &#40;mediante c&#243;digos CIE-10&#41; que permanecieran vivos en el reclutamiento y excluyendo aquellos con fractura previa&#44; contacto imposible o aquellos con demencia o trastorno mental severo&#46; Se recogi&#243; informaci&#243;n sobre tipo de fractura &#40;traum&#225;tica o fragilidad&#41;&#44; localizaci&#243;n y caracter&#237;sticas descriptivas de los pacientes&#46;</p></span> <span id="abst0035" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0045">Resultados</span><p id="spar0035" class="elsevierStyleSimplePara elsevierViewall">Un total de 491&#47;616 &#40;79&#44;7&#37;&#41; de los pacientes con fractura en 2012 fueron contactados y 331 &#40;349 fracturas&#41; fueron incluidos&#46; Las fracturas m&#225;s comunes fueron antebrazo &#40;82&#41;&#44; costillas &#40;38&#41; y h&#250;mero &#40;32&#41;&#59; 225&#47;349 &#40;64&#44;5&#37;&#41; fueron fracturas por fragilidad&#44; con mayor proporci&#243;n para las localizaciones t&#237;picas de la osteoporosis&#58; f&#233;mur &#40;91&#44;7&#37;&#41;&#44; columna vertebral &#40;87&#44;7&#37;&#41; y fracturas principales &#40;80&#44;5&#37;&#41;&#46; La proporci&#243;n fue mayor en mujeres&#44; edad avanzada y pacientes con diagn&#243;stico previo de osteoporosis&#46;</p></span> <span id="abst0040" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0050">Conclusiones</span><p id="spar0040" class="elsevierStyleSimplePara elsevierViewall">M&#225;s de 4 de cada 5 fracturas principales registradas en SIDIAP son por fragilidad&#44; con una mayor proporci&#243;n para f&#233;mur &#40;92&#37;&#41; y columna verterbal &#40;88&#37;&#41;&#44; y menor proporci&#243;n para otras localizaciones no t&#237;picas&#46; Nuestros datos apoyan la validaci&#243;n de SIDIAP para el estudio epidemiol&#243;gico de las fracturas osteopor&#243;ticas&#46;</p></span>"
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                  \t\t\t\t">&#60;0&#46;0001&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">BMI &#40;kg&#47;m<span class="elsevierStyleSup">2</span>&#41;&#59; mean<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>SD&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
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                  \t\t\t\t">28&#46;49<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>5&#46;06&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">25&#46;79<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>9&#46;55&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">24&#46;92<span class="elsevierStyleHsp" style=""></span>&#177;<span class="elsevierStyleHsp" style=""></span>10&#46;79&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t\ttop\n
                  \t\t\t\t">0&#46;466&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td></tr><tr title="table-row"><td class="td-with-role" title="\n
                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">Current smoker&#59; <span class="elsevierStyleItalic">n</span> &#40;&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">42 &#40;12&#46;7&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">Alcohol intake<span class="elsevierStyleHsp" style=""></span>&#62;<span class="elsevierStyleHsp" style=""></span>3 units&#47;day&#59; <span class="elsevierStyleItalic">n</span> &#40;&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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                  \t\t\t\t">Parental history of hip fracture&#59; <span class="elsevierStyleItalic">n</span> &#40;&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">34 &#40;15&#46;8&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">19 &#40;8&#46;8&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;066&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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                  \t\t\t\t">Total fractures&#59; <span class="elsevierStyleItalic">n</span>&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">226&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">123&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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                  \t\t\t\t">Previous osteoporosis&#59; <span class="elsevierStyleItalic">n</span> &#40;&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">86 &#40;26&#46;0&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">68 &#40;31&#46;6&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">18 &#40;15&#46;5&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;001&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
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                  \t\t\t\t">Previous anti-osteoporosis treatment&#59; <span class="elsevierStyleItalic">n</span> &#40;&#37;&#41;&nbsp;\t\t\t\t\t\t\n
                  \t\t\t\t</td><td class="td" title="\n
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                  \t\t\t\t">42 &#40;12&#46;7&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">34 &#40;15&#46;8&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">8 &#40;6&#46;9&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;02&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t ; entry_with_role_rowhead " align="left" valign="\n
                  \t\t\t\t\ttop\n
                  \t\t\t\t">Patients with previous fractures&#59; <span class="elsevierStyleItalic">n</span> &#40;&#37;&#41;&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t">0&#46;015&nbsp;\t\t\t\t\t\t\n
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                  """
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                  \t\t\t\t  " align="left" valign="\n
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                  \t\t\t\t">REF&nbsp;\t\t\t\t\t\t\n
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                  \t\t\t\t\ttable-entry\n
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                  \t\t\t\t"><span class="elsevierStyleHsp" style=""></span>80 and older&nbsp;\t\t\t\t\t\t\n
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Article information
ISSN: 21735743
Original language: English
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Idiomas
Reumatología Clínica (English Edition)
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