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1.
Int J Clin Pharm ; 46(2): 411-420, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38151688

ABSTRACT

BACKGROUND: Patients often require adjustments to drug doses due to impaired renal function. Glomerular filtration rate (GFR) estimation using various equations can result in discrepancies, potentially leading to different dose adjustment recommendations. AIM: To determine the clinical significance of discrepancies observed between different equations used to estimate GFR for drug dose adjustments in a real-world group of patients over 65 years in primary care. METHOD: The Cockcroft-Gault (CG), Modification of Diet in Renal Disease (MDRD), Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI), and Berlin Initiative Study 1 equations were applied to estimate GFR in a group of patients over 65 years old attending a primary care center. Results were compared using Bland-Altman plots, and limits of agreement (LoA) and overall bias were calculated. Regression analyses were conducted to identify the null difference GFR and the slope of differences for each pairwise comparison. RESULTS: A total of 1886 patients were analyzed. Differences between patient-adjusted and body surface area (BSA)-normalized versions of the equations were not clinically relevant for dose adjustments, with LoAs below 20 mL/min. However, discrepancies among the original versions of several equations presented LoAs over 30 mL/min. Greater differences were found between CG and MDRD or CKD-EPI equations. CONCLUSION: Clinically relevant differences in GFR estimation were observed among different equations, potentially impacting drug dose adjustments. However, discrepancies were not considered significant when comparing patient-adjusted and BSA-normalized versions of the equations, particularly for patients with BSA close to the average.


Subject(s)
Renal Insufficiency, Chronic , Renal Insufficiency , Humans , Aged , Glomerular Filtration Rate , Cross-Sectional Studies , Renal Insufficiency, Chronic/diagnosis , Renal Insufficiency, Chronic/epidemiology , Decision Making , Creatinine
2.
Int J Clin Pharm ; 45(4): 999-1006, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37329432

ABSTRACT

BACKGROUND: Different questionnaires assess self-reported medication adherence and others quantify aspects of patients attitudes towards medication, but not together in a single instrument. Gathering these two aspects in a single instrument could reduce patients survey burden. AIM: The aim of this study was to develop the Medication Adherence Universal Questionnaire (MAUQ) using the Maastricht Utrecht Adherence in Hypertension short version (MUAH-16) factorial structure as the hypothesized model. METHOD: A multistep process started with the modification of the MUAH-16 to obtain the MAUQ. Patients using at least one antihypertensive medicine were recruited. The two questionnaires, the MUAH-16 and MAUQ, were applied. A confirmatory factor analysis (CFA) was performed using the initial MUAH-16 s-order 4-factor model. An additional bifactor model with four uncorrelated factors and an overall score was tested. The comparative fit index (CFI), root mean square error of approximation (RMSEA) with confidence intervals (CIs), and standardized root mean squared residual (SRMR) were used to assess both models. RESULTS: A sample of 300 hypertensive patients completed the instruments. The CFA with the second-order 4-factor solution resulted in similar results for the MUAH-16 and MAUQ: CFIs of 0.934 and 0.930, RMSEAs of 0.043 [CI 0.030-0.056] and 0.045 [CI 0.031-0.057] and SRMRs of 0.060 and 0.061, respectively. The CFA with the bifactor model showed slightly better results for both the MUAH-16 and MAUQ: CFIs of 0.974 and 0.976, RMSEAs of 0.030 [CI 0.005-0.046] and 0.028 [CI 0.001-0.044], and SRMRs of 0.043 and 0.044, respectively. CONCLUSION: CFA demonstrated that the MAUQ presented a better fit to both models than the MUAH-16, obtaining a robust universal free instrument to assess medicine-taking behaviour and four medicine beliefs components.


Subject(s)
Hypertension , Medication Adherence , Humans , Reproducibility of Results , Surveys and Questionnaires , Antihypertensive Agents/therapeutic use , Hypertension/diagnosis , Hypertension/drug therapy , Hypertension/epidemiology , Psychometrics
3.
Pharmaceutics ; 15(1)2023 Jan 10.
Article in English | MEDLINE | ID: mdl-36678858

ABSTRACT

Anticholinergic burden tools have relevant pharmacological gaps that may explain their limited predictive ability for clinical outcomes. The aim of this study was to provide a universal pharmacological-based list of drugs with their documented affinity for muscarinic receptors. A comprehensive literature review was performed to identify the anticholinergic burden tools. Drugs included in these instruments were searched in four pharmacological databases, and the investigation was supplemented with PubMed. The evidence regarding the potential antagonism of the five muscarinic receptors of each drug was assessed. The proportion of drugs included in the tools with an affinity for muscarinic receptors was evaluated. A universal list of drugs with anticholinergic activity was developed based on their documented affinity for the different subtypes of muscarinic receptors and their ability to cross the blood-brain barrier. A total of 23 tools were identified, including 304 different drugs. Only 48.68%, 47.70%, 48.03%, 43.75%, and 42.76% of the drugs had an affinity to the M1, M2, M3, M4, and M5 receptor, respectively, reported in any pharmacological database. The proportion of drugs with confirmed antagonism varied among the tools (36.8% to 100%). A universal pharmacological-based list of 133 drugs is presented. It should be further validated in different clinical settings.

5.
Rev Port Cardiol ; 41(5): 361-367, 2022 May.
Article in English, Portuguese | MEDLINE | ID: mdl-36062634

ABSTRACT

INTRODUCTION AND OBJECTIVES: Patient knowledge about hypertension is an important patient-related determinant for poor blood pressure control and is a target for more effective interventions. We aimed to evaluate hypertensive patients' knowledge and awareness about hypertension and its influence on their beliefs about their medication and their adherence to antihypertensive therapy. METHODS: A cross-sectional study was conducted among adult patients attending one of the participating pharmacies and taking at least one antihypertensive drug. Data on personal and family history were collected, and Portuguese versions of the Hypertension Knowledge Test (HKT), Beliefs about Medicines Questionnaire (BMQ), and short version of the Maastricht Utrecht Adherence in Hypertension questionnaire (MUAH-16) were administered. RESULTS: A total of 240 patients were enrolled. The mean number of antihypertensive drugs used was 1.62±0.99, with 15.4% of patients treated with three or more drugs. More than 80% of patients knew the blood pressure therapeutic goals and identified overweight, sedentary lifestyle, and salt as risk factors for hypertension. Conversely, the majority of the patients were not aware of the asymptomatic characteristics of hypertension and believed that antihypertensive treatment had to be used for a limited time duration. Negative and significant correlations were found between the HKT and negative attitudes toward medication, but no association was found with positive attitudes. CONCLUSIONS: Hypertensive patients had good knowledge of hypertension risk factors but not of antihypertensive treatment. Increasing patient knowledge about hypertension may possibly reduce negative attitudes toward medication but will probably have no impact on positive attitudes.

6.
Pharm Pract (Granada) ; 20(2): 2650, 2022.
Article in English | MEDLINE | ID: mdl-35919807

ABSTRACT

Background: Therapy management in patients suffering from mental health disorders is complex and the risks derived from changes or interruptions of treatment should not be ignored. Medication reconciliation in psychiatry may reduce medication errors and promote patient safety during transitions of care. Objective: To identify the influence of complementary information sources in the construction of the best possible medication history, and to ascertain the potential clinical impact of discrepancies identified in a medication reconciliation service. Methods: An observational study was conducted in an acute mental hospital unit, with a further validation in an internal medicine unit. Adult patients taking at least one medicine admitted in the unit were included. Patients/caregivers were interviewed upon admission and the information gathered was compared with hospital medical and shared electronic medical records. Once the best possible medication history was gathered, therapeutic information was reconciled against the prescription on admission to identify discrepancies. Potential clinical impact of medication errors was classified using the International Safety Classification. Results: During the study period, 148 patients were admitted, 50.7% females, mean age 54.6 years (SD=16.3). Collaboration of a caregiver was a needed in 74% of the interviews. In total, 1,147 drugs were considered to obtain patients' best possible medication history. After reconciliation, 560 clinically sound intentional discrepancies were identified and 359 discrepancies required further clarification from prescribers: 84.12% "drug omission", 5.57% "drug substitution", 6.96% "dose change", and 3.34% "dosage frequency change". Potential clinical impact of these medication discrepancies was classified as: 95 mild, 100 moderate, and 29 severe medication errors. Conclusion: About 1 in three intentional discrepancies observed in a pharmacists-led medication reconciliation service required further clarification from prescribers, being 80% of them unintentional discrepancies. Results highlight the importance of the caregiver as source of information for the psychiatric patient, the relevance of analyzing shared electronic health records until 6 months before, and the need to use hospital medical records efficiently. Additionally, 29 discrepancies were classified as errors with potentially severe clinical impact. A medication reconciliation service is concluded to be feasible and necessary in a mental health unit.

7.
Pharm. pract. (Granada, Internet) ; 20(2): 1-6, Apr.-jun. 2022. tab, graf, ilus
Article in English | IBECS | ID: ibc-210415

ABSTRACT

Background: Therapy management in patients suffering from mental health disorders is complex and the risks derived from changes or interruptions of treatment should not be ignored. Medication reconciliation in psychiatry may reduce medication errors and promote patient safety during transitions of care. Objective: To identify the influence of complementary information sources in the construction of the best possible medication history, and to ascertain the potential clinical impact of discrepancies identified in a medication reconciliation service. Methods: An observational study was conducted in an acute mental hospital unit, with a further validation in an internal medicine unit. Adult patients taking at least one medicine admitted in the unit were included. Patients/caregivers were interviewed upon admission and the information gathered was compared with hospital medical and shared electronic medical records. Once the best possible medication history was gathered, therapeutic information was reconciled against the prescription on admission to identify discrepancies. Potential clinical impact of medication errors was classified using the International Safety Classification. Results: During the study period, 148 patients were admitted, 50.7% females, mean age 54.6 years (SD=16.3). Collaboration of a caregiver was a needed in 74% of the interviews. In total, 1,147 drugs were considered to obtain patients’ best possible medication history. After reconciliation, 560 clinically sound intentional discrepancies were identified and 359 discrepancies required further clarification from prescribers: 84.12% “drug omission”, 5.57% “drug substitution”, 6.96% “dose change”, and 3.34% “dosage frequency change”. Potential clinical impact of these medication discrepancies was classified as: 95 mild, 100 moderate, and 29 severe medication errors. (AU)


Subject(s)
Humans , Male , Female , Young Adult , Adult , Middle Aged , Aged , Aged, 80 and over , Medication Reconciliation , Medication Errors , Mental Health , Hospitals, Psychiatric , Caregivers , Pharmacists
8.
Acta Med Port ; 35(11): 798-806, 2022 Nov 02.
Article in Portuguese | MEDLINE | ID: mdl-35245429

ABSTRACT

INTRODUCTION: The purpose of medication reconciliation is to promote patient safety by reducing medication errors and adverse events due to medication discrepancies in transition of care. The aim of this pilot study of medication reconciliation at the time of hospital admission was to identify the necessary resources for its implementation in clinical practice. MATERIAL AND METHODS: Pilot study with 100 patients admitted to an Internal Medicine department between October and December 2019, aged 18 and over, and chronically taking at least one medicine. The best possible medication history was obtained systematically, with subsequent identification, classification and resolution of the discrepancies. RESULTS: The study sample, in general characterized by polypharmacy and by having multiple long-term conditions, presented a mean age of 77.04 ± 13.74 years, being 67.0% male. Overall, 791 discrepancies were identified. Intentional discrepancies were 95.7% and 50.9% of them were documented. The difficulties encountered were mainly related with the access and quality of therapeutic information and communication problems between different healthcare professionals. The key priority resources that were identified were related with the process, tools, and personnel categories. CONCLUSION: The data revealed weaknesses in the clinical records available at the primary/hospital care interface. Optimization of data sources, standardization and informatization of the process, multidisciplinary approach and definition of priority groups were identified as opportunities for optimization.


Introdução: A reconciliação terapêutica visa promover a segurança do doente por meio da redução de erros de medicação e eventos adversos decorrentes de discrepâncias de medicação na transição de cuidados. Foi nosso objetivo realizar um estudo-piloto de reconciliação terapêutica no momento da admissão hospitalar para, a partir dele, identificarmos os recursos necessários para a sua implementação na prática clínica.Material e Métodos: Estudo-piloto com 100 doentes admitidos num serviço de Medicina Interna entre outubro e dezembro de 2019, com mais de 18 anos e a tomar cronicamente pelo menos um medicamento. A melhor história farmacoterapêutica possível foi obtida sistematicamente, com posterior identificação, classificação e resolução das discrepâncias.Resultados: A amostra em estudo, em geral polimedicada e com múltiplas morbilidades, apresentou uma média de idades de 77,04 ± 13,74 anos, sendo 67,0% do sexo masculino. Foram identificadas 791 discrepâncias e as intencionais (95,7%) estavam documentadas em 50,9% das situações. As dificuldades encontradas relacionaram-se principalmente com o acesso e a qualidade da informação terapêutica e com a dificuldade de comunicação entre os diversos profissionais de saúde. Os principais recursos prioritários identificados relacionaram-se com as categorias de processo, ferramentas e pessoal.Conclusão: Os dados revelaram fragilidades nos registos clínicos disponíveis na interface dos cuidados primários/hospitalares. A otimização das fontes de dados, normalização e informatização do processo, atuação multidisciplinar e definição de grupos prioritários foram identificadas como oportunidades de otimização.


Subject(s)
Medication Reconciliation , Patient Admission , Humans , Male , Adolescent , Adult , Middle Aged , Aged , Aged, 80 and over , Female , Pilot Projects , Prospective Studies , Medication Errors
9.
Int J Clin Pharm ; 43(1): 128-136, 2021 Feb.
Article in English | MEDLINE | ID: mdl-32860598

ABSTRACT

Background Several anticholinergic scales and equations to evaluate the anticholinergic burden have been previously created. Association of these instruments with the anticholinergic outcomes are usually estimated by means of hypothesis contrast tests, which ignore the size of the association effect. Objective To evaluate the effect size of the associations between the scores on cumulative anticholinergic burden instruments with peripheral or central anticholinergic adverse outcomes in older patients. Setting Internal medicine ward of a Tertiary University Hospital. Methods A case-control study was conducted in patients over 65 years who were admitted to two internal medicine wards of a Portuguese university hospital. The Anticholinergic Drug Scale, Anticholinergic Risk Scale, Anticholinergic Cognitive Burden scale and Drug Burden Index were used to calculate the patients' anticholinergic burden. Peripheral (dry mouth-swab technique; dry eye-Schirmer test) and central (falls and cognitive impairment-Mini-Mental State Examination) anticholinergic adverse outcomes were investigated. The Barthel Index was used to assess overall physical functionality. The Mann-Whitney test was used to evaluate probabilistic differences in the anticholinergic scores between case and control individuals. To establish the effect size of the associations, the area under the curve of the receiver operating characteristics curve was calculated. Main outcome measure Anticholinergic adverse effects. Results A total of 250 patients (mean age 81.67 years, standard deviation 7.768; 50% females) were included. In total, 148 patients (59.2%) presented with dry mouth, 85 (34%) with dry eye, 141 (56.4%) with impaired functionality, 44 (17.6%) with a history of falls and 219 (87.6%) with cognitive impairment. Significant differences (p < 0.05) were obtained for the majority of the associations between Anticholinergic Drug Scale, Anticholinergic Risk Scale, Anticholinergic Cognitive Burden and Drug Burden Index and adverse effects. Conversely, the effect sizes of these associations ranged from "fail" (area under the curve 0.5 to 0.6) to "fair" (area under the curve 0.7 to 0.8). Conclusion Although significant differences in the scores of anticholinergic burden instruments and adverse outcomes may exist, the effect sizes of these associations ranged from 'fail' to 'fair', which limits their utility in preventing anticholinergic adverse outcomes with medication review interventions.


Subject(s)
Cholinergic Antagonists , Cognitive Dysfunction , Accidental Falls , Aged , Aged, 80 and over , Case-Control Studies , Cholinergic Antagonists/adverse effects , Female , Hospitalization , Humans , Male
10.
Pharmacol Res ; 163: 105306, 2021 01.
Article in English | MEDLINE | ID: mdl-33248197

ABSTRACT

The use of anticholinergic drugs and other drugs with anticholinergic activity is highly prevalent in older people. Cumulative anticholinergic effects, known as anticholinergic burden, are associated with important peripheral and central adverse effects and outcomes. Several methods have been developed to quantify anticholinergic burden and to estimate the risk of adverse anticholinergic effects. Serum anticholinergic activity (SAA) and anticholinergic burden scoring systems are the most commonly used methods to predict the occurrence of important negative outcomes. These tools could guide clinicians in making more rational prescriptions to enhance patient safety, especially in older people. However, the literature has reported conflicting results about the predictive ability of these tools. The majority of these instruments ignore relevant pharmacologic aspects such as the doses used, differential muscarinic receptor subtype affinities, and blood-brain barrier permeability. To increase the clinical relevance of these tools, mechanistic and clinical pharmacology should collaborate. This narrative review describes the rational and pharmacological basis of anticholinergic burden tools and provides insight about their predictive value for adverse outcomes.


Subject(s)
Cholinergic Antagonists/adverse effects , Aged , Drug Utilization/statistics & numerical data , Humans
11.
Acta Med Port ; 33(6): 384-389, 2020 Jun 01.
Article in English | MEDLINE | ID: mdl-32504513

ABSTRACT

INTRODUCTION: Obtaining the best possible medication history is the crucial step in medication reconciliation. Our aim was to evaluate the potential contributions of the main data sources available - patient/caregiver, hospital medical records, and shared electronic health records - to obtain an accurate 'best possible medication history'. MATERIAL AND METHODS: An observational cross-sectional study was conducted. Adult patients taking at least one medicine were included. Patient interview was performed upon admission and this information was reconciled with hospital medical records and shared electronic health records, assessed retrospectively. Concordance between sources was assessed. In the shared electronic health records, information was collected for four time-periods: the preceding three, six, nine and 12-months. The proportion of omitted data between time-periods was analysed. RESULTS: A total of 148 patients were admitted, with a mean age of 54.6 ± 16.3 years. A total of 1639 medicines were retrieved. Only 29% were collected simultaneously in the three sources of information, 40% were only obtained in shared electronic health records and only 5% were obtained exclusively from patients. The total number of medicines gathered in shared electronic health records considering the different time frames were 778 (three-months), 1397 (six-months), 1748 (nine-months), and 1933 (12-months). DISCUSSION: The use of shared electronic health records provides data that were omitted in the other data sources available and retrieving the information at six months is the most efficient procedure to establish the basis of the best possible medication history. CONCLUSION: Shared electronic health records should be the preferred source of information to supplement the patient or caregiver interview in order to increase the accuracy of best possible medication history of the patient, particularly if collected within the prior six months.


Introdução: A obtenção da melhor história farmacoterapêutica possível é uma etapa crucial da reconciliação da medicação. O objetivo foi avaliar as potenciais contribuições das principais fontes de informação disponíveis ­ doente/cuidador, Processo Único, Plataforma de Dados da Saúde e ­ para obter uma mais exacta melhor história farmacoterapêutica possível. Material e Métodos: Foi realizado um estudo transversal observacional. Incluíram-se doentes adultos a tomar pelo menos um medicamento. A entrevista com o doente foi realizada na admissão e os dados do Processo Único e da Plataforma de Dados da Saúde recolhidos retrospetivamente. A concordância entre as fontes de informação foi avaliada. Na plataforma de dados da saúde, os dados foram recolhidos em quatro janelas temporais: os últimos três, seis, nove e 12- meses. Os dados omitidos entre os diferentes tempos foram analisados. Resultados: Participaram 148 doentes, com uma idade média de 54,6 ± 16,3 anos. Foram recolhidos 1639 medicamentos. Destes, 29% foram obtidos simultaneamente nas três fontes de informação, 40% foram obtidos apenas na Plataforma de Dados da Saúde e 5% foram obtidos exclusivamente a partir do doente. O número total de fármacos recolhidos na Plataforma de Dados da Saúde nos diferentes tempos foi 778 (três meses), 1397 (seis meses), 1748 (nove meses) e 1933 (12 meses). Discussão: A consulta da Plataforma de Dados da Saúde permite obter dados omitidos nas outras fontes de informação e a recolha dos seis meses precedentes é o procedimento mais eficiente para constituir a base da melhor história farmacoterapêutica possível. Conclusão: A Plataforma de Dados da Saúde deve ser a fonte de informação preferencial para complementar a entrevista do doente/cuidador de forma a aumentar a exatidão da melhor história farmacoterapêutica possível, particularmente se a informação for recolhida em relação aos seis meses precedentes.


Subject(s)
Medical Records , Medication Reconciliation , Adult , Aged , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Retrospective Studies
12.
Int J Clin Pharm ; 41(6): 1562-1569, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31664686

ABSTRACT

Background The STOPP/START criteria are an explicit tool to detect potentially inappropriate medications (PIMs). Patient clinical information may not be available in all settings. Objective To identify patient clinical information needed to apply the STOPP/START criteria. Setting: Four nursing homes in Portugal. Methods First, a theoretical analysis was performed to identify the patient information required to apply the STOPP/START criteria (v2), according to the following categories: patients' current medication, medication history (previous medication and duration), medical records (current and past medical conditions), and laboratory test results. A verification of the information requirements was conducted through a cross-sectional study on a nursing home population with patients over 65 years old. Patients' medical records were appraised to extract only demographic data and current medication profiles. Main outcome measure Information requirements of STOPP/START. Results For only 29 of the 81 STOPP criteria and 1 of the 34 START criteria, a judgement could be made with only the information in the patient's medication profile. 52 STOPP and 33 START criteria require additional information, (i.e. duration of therapy, previous medication, current and past medical conditions, and laboratory data). The 208 evaluated persons (87 years; 68.75% female) used 1770 medications, with 989 (55.9%) potentially involved in 1629 STOPP criteria. Sufficient information to judge STOPP criteria was available for only 529 (32.5%) potential STOPP criteria situations, with a positive identification of a STOPP PIM in 397 instances (75.0%). Conclusions Although STOPP/START criteria can be considered a high-level tool to identify PIMs, their use may be compromised in scenarios where access to patients' clinical information is limited.


Subject(s)
Homes for the Aged/statistics & numerical data , Inappropriate Prescribing/statistics & numerical data , Nursing Homes/statistics & numerical data , Potentially Inappropriate Medication List , Aged , Aged, 80 and over , Cross-Sectional Studies , Female , Humans , Male , Medical Records/statistics & numerical data , Portugal
13.
Int J Clin Pharm ; 41(3): 751-756, 2019 Jun.
Article in English | MEDLINE | ID: mdl-31020601

ABSTRACT

BACKGROUND: Beers Criteria are one of the best known explicit criteria to identify inappropriate medication in elderly that can be used in medication review. The access to patients' medical records may be different among healthcare professionals and settings and, subsequently, the identification of patients' diagnoses may be compromised. OBJECTIVE: To assess the consequences of ignoring patient diagnoses when applying 2015 Beers Criteria to identify potentially inappropriate medication (PIM). SETTING: Three nursing homes in Central Portugal. METHOD: Medical records of nursing home residents over 65 years old were appraised to identify medication profile and medical conditions. 2015 Beers Criteria were used with and without considering patients' diagnoses. To compare the number of PIM and PIM-qualifying criteria complied in these two judgements, Wilcoxon signed-rank tests were performed. MAIN OUTCOME MEASURE: Number of PIMs and number of PIM-qualifying criteria. RESULTS: A total of 185 patients with a mean age of 86.7 years (SD = 7.8) with a majority of female (70.3%) were studied. When assessing the patients with full access to the diagnoses, median number of PIMs was 4 (IQR 0-10) and number of PIM-qualifying criteria was 5 (IQR 0-15). When evaluating only patient current medication, median number of PIMs was 4 (IQR 0-10) and PIM-qualifying criteria was 4 (IQR 0-12). Statistical difference was found in the number of PIM-qualifying criteria identified (p < 0.001), but not in the number of PIMs per patient (p = 0.090). In 171 patients (92.4%) PIMs identified were identical when using or ignoring their medical diagnoses. However, in 80 patients (43.2%) the PIM-qualifying criteria complied were different with and without access to patient diagnoses. CONCLUSION: Although restricted access to patients' diagnoses may limit the judgement of Beers PIM-qualifying criteria, this limitation had no effect on the number of PIM identified.


Subject(s)
Inappropriate Prescribing/prevention & control , Potentially Inappropriate Medication List/standards , Aged , Aged, 80 and over , Cohort Studies , Cross-Sectional Studies , Female , Humans , Inappropriate Prescribing/trends , Male , Polypharmacy , Portugal , Potentially Inappropriate Medication List/trends
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