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BACKGROUND: Poor disinfection is the main cause of blood contamination, so its elimination is key to limiting the entry of bacteria into the collection system. With the advancement of antiseptic technology, antiseptics with sterile, disposable applicators are now available. AIM: To evaluate in situ two antiseptics (with and without applicators) for blood banks and to demonstrate in vitro antiseptic activity on bacterial biofilms of importance in transfusion medicine. METHODS: Antiseptic A (2% sterile solution of chlorhexidine gluconate/70% isopropyl alcohol provided with applicator) and bulk antiseptic B (10% povidone-iodine) were evaluated. The deferred blood donor arms were subjected to disinfection with antiseptics A and B and the contralateral arms were cultured to determine the baseline bacterial load (control). Antiseptic activity was assessed by ANOVA and logaritmic reduction values (LRV) and percentage reduction values (PRV) were calculated. Finally, the in vitro activity of antiseptic A was analyzed by confocal laser scanning microscopy (CLSM) on biofilm models. RESULTS: Prior to disinfection tests, commensal and clinically important bacteria were identified; antiseptic A showed post-disinfection bacterial growth rates of zero compared to controls (p < 0.0001). The frequency of bacterial growth with antiseptic B was 74%. A significant difference was identified between both antiseptics, where antiseptic A showed higher activity (p < 0.5468). LRV and PRV were 0.6-2.5/100% and 0.3-1.7/66.7-99.7% for antiseptics A and B, respectively. Through CLSM, disinfectant A (without applicator) showed lower in vitro antiseptic activity on the tested biofilms at the exposure times recommended by the manufacturer. CONCLUSIONS: Sterile solution of chlorhexidine gluconate/isopropyl alcohol with applicator showed advantages disinfection in deferred blood donors over povidone-iodine.
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Anti-Infecciosos Locais , Clorexidina/análogos & derivados , Humanos , Anti-Infecciosos Locais/farmacologia , Povidona-Iodo/farmacologia , 2-Propanol , Bancos de SangueRESUMO
OBJECTIVE: To assess whether feedback-guided exercises performed on a tablet touchscreen improve clinical recovery and reduce health care usage more than the conventional home exercise program prescribed on paper in patients with bone and soft tissue injuries of the wrist, hand, and/or fingers treated by public health services. DESIGN: A multicenter assessor-blinded, parallel, 2-group controlled trial. SETTING: Trauma and rehabilitation services of 4 hospitals. PARTICIPANTS: Six hundred sixty-three patients with limited functional ability due to bone and soft tissue injuries of the wrist, hand, and/or fingers (N=663). INTERVENTIONS: The experimental group received a home exercise program using a tablet-based application with feedback, monitoring, and progression; the control group received an evidence-based home exercise program on paper. MAIN OUTCOME MEASURES: The primary outcome was functional ability through Patient Rated Wrist Evaluation for wrist conditions and the short version of Disabilities of the Arm, Shoulder and Hand for all other hand pathologies. Secondary outcomes included dexterity, pain intensity, grip strength, and health care usage (number of patients referred to rehabilitation service and number of clinical appointments). RESULTS: The experimental group showed a significant improvement on the Patient Rated Wrist Evaluation (P=.001) and the short version of Disabilities of the Arm, Shoulder and Hand (P=.001) with medium effect sizes (η2=0.066-0.067) when compared with the control group. Regarding health care usage, the experimental group presented a reduction of 41% in the rate of referrals to face-to-face rehabilitation service consultations, a reduction of rehabilitation consultations (mean difference=-1.64; 95% confidence interval, -2.64 to -0.65) and physiotherapy sessions (mean difference=-8.52, 95% confidence interval, -16.92 to -0.65) compared to the control group. CONCLUSIONS: In patients with bone and soft tissue injuries of the wrist, hand, and/or fingers, prescribing feedback-guided exercises performed on a tablet touchscreen was more effective for improving patients' functional ability and reduced the number of patients referred to rehabilitation consultation and number of clinical appointments.
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Aplicativos Móveis , Lesões dos Tecidos Moles , Telerreabilitação , Humanos , Punho , Terapia por ExercícioRESUMO
COVID-19 pandemic created a global shortage of medical protective equipment. Here, we considered ozone (O3) a disinfectant alternative due to its potent oxidative activity against biological macromolecules. The O3 decontamination assays were done using SARS-CoV-2 obtained from patients to produce artificial contamination of N95 masks and biosecurity gowns. The quantification of SARS-CoV-2 was performed before and after exposing the samples to different ozone gas concentrations for times between 5 and 30 min. Viral loads as a function of the O3 exposure time were estimated from the data obtained by the RT-PCR technique. The genetic material of the virus was no longer detected for any tested concentrations after 15 min of O3 exposure, which means a disinfection Concentration-Time above 144 ppm min. Vibrational spectroscopies were used to follow the modifications of the polymeric fibers after the O3 treatment. The results indicate that the N95 masks could be safely reused after decontamination with treatments of 15 min at the established O3 doses for a maximum of 6 cycles.
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BACKGROUND: A significant proportion of the clinical record is in free text format, making it difficult to extract key information and make secondary use of patient data. Automatic detection of information within narratives initially requires humans, following specific protocols and rules, to identify medical entities of interest. AIM: To build a linguistic resource of annotated medical entities on texts produced in Chilean hospitals. MATERIAL AND METHODS: A clinical corpus was constructed using 150 referrals in public hospitals. Three annotators identified six medical entities: clinical findings, diagnoses, body parts, medications, abbreviations, and family members. An annotation scheme was designed, and an iterative approach to train the annotators was applied. The F1-Score metric was used to assess the progress of the annotator's agreement during their training. RESULTS: An average F1-Score of 0.73 was observed at the beginning of the project. After the training period, it increased to 0.87. Annotation of clinical findings and body parts showed significant discrepancy, while abbreviations, medications, and family members showed high agreement. CONCLUSIONS: A linguistic resource with annotated medical entities on texts produced in Chilean hospitals was built and made available, working with annotators related to medicine. The iterative annotation approach allowed us to improve performance metrics. The corpus and annotation protocols will be released to the research community.
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Processamento Eletrônico de Dados , Chile , HumanosRESUMO
BACKGROUND: Posterior tibial nerve stimulation (PTNS) is a minimally invasive approach with little adverse effects, but obtaining good results as shown in the different scales for the evaluation of the severity of incontinence. The aim of this study was to determine the effects of PTNS based on manometric determinations of the anal sphincter and severity during a period of treatment of 6 months (18 sessions). PATIENTS AND METHODS: A prospective interventional study of patients with fecal incontinence was performed. Subjects underwent one 30-min session every week for 12 weeks, followed by 6 sessions every 2 weeks. The effect on incontinence was evaluated by means of St. Marks and defecatory urgency scales, and manometry. RESULTS: Seventy-three patients were included. At baseline, 28.8% of the patients had a retention time of less than 1 min. At 12 weeks, 39.7% of the patients presented a retention time to 5-10 min and at 18 weeks 37% presented it over 10 min. At baseline, mean St Marks score was 15.1 + 5.1, improving after 12 weeks of treatment to 8.9 + 5 (p < 0.001). After 18 sessions, a greater improvement was observed up to 4 + 4.8 (p < 0.001). Maximum resting pressure showed a significant increase after treatment (mean increase 9.8 mmHg; p = 0.006). Similarly, maximum squeeze pressure also presented a significant augmentation (mean increase 25.3 mmHg; p = 0.002). CONCLUSION: Eighteen sessions of PTNS, divided in 12 weekly sessions and 6 sessions every 2 weeks, have shown to obtain benefits, reducing the St. Marks and the defecatory urgency scores, and increasing the manometric values.
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Incontinência Fecal , Estimulação Elétrica Nervosa Transcutânea , Canal Anal , Estimulação Elétrica , Incontinência Fecal/terapia , Humanos , Manometria , Estudos Prospectivos , Qualidade de Vida , Nervo Tibial , Resultado do TratamentoRESUMO
BACKGROUND: Laparoscopic adrenalectomy has become the standard of care for treating adrenal tumors. Conversion from laparoscopic adrenalectomy to an open approach during surgery may be necessary in some cases. This study aimed to identify the risk factors for open conversion of laparoscopic adrenalectomy. METHODS: Retrospective analysis of all consecutive patients undergoing lateral transperitoneal laparoscopic adrenalectomy in six endocrine surgery units of the Spanish Adrenal Surgery Group (SASG) between January 2005 and December 2017. Demographic, clinical, surgical, and histopathologic characteristics were recorded. Risk factors for conversion were assessed by logistic regression analysis. RESULTS: Of a total of 865 patients included in the study, 58 (6.7%) required conversion to open surgery. In the univariate analysis, factors associated with conversion from laparoscopic to open adrenalectomy were body mass index (BMI) ≥ 30 kg/m2 (P = 0.002), previous abdominal surgery (P = 0.015), tumor size > 5 cm (P = 0.001), and surgery for pheochromocytoma (P = 0.034). In the multivariate analysis, independent risk factors were BMI ≥ 30 kg/m2 [odds ratio (OR) 4.26, 95% confidence interval (CI) 2.81-8.75; P = 0.001], tumor size > 5 cm (OR 10.15, 95% CI 4.24-28.31; P < 0.001), and surgery for pheochromocytoma (OR 2.96, 95% CI 1.89-11.55; P = 0.015). CONCLUSIONS: Obesity, tumor size, and pheochromocytoma as the type of adrenal tumor were predictive factors for intraoperative conversion from laparoscopic to open adrenalectomy. Preoperative assessment of these characteristics should be valuable to clinicians in discussing conversion risk in patients and for surgical planning.
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Neoplasias das Glândulas Suprarrenais/cirurgia , Adrenalectomia/efeitos adversos , Conversão para Cirurgia Aberta , Laparoscopia/efeitos adversos , Feocromocitoma/cirurgia , Adulto , Índice de Massa Corporal , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores de RiscoRESUMO
OBJECTIVES: Even when new cases of syphilis are notifiable since 1944, the Mexican National Epidemiological Surveillance System lacks information on the changes of the rate of case reports considering the geographic and demographic variables. Therefore, it is necessary to have evidence, with particular attention to the study of the epidemiological behavior by the identification of risk factors and groups. The objective of this study was to analyze the epidemiology, geographical distribution, and forecast of syphilis in Mexico. STUDY DESIGN: The design of the study was a secondary research of epidemiological databases. METHODS: A retrospective analysis of the national surveillance data (2007-2017) of acquired and congenital syphilis (CS) issued by the General Directorate of Epidemiology was performed. RESULTS: Of all cases, 34,998 and 1030 cases were reported for acquired syphilis (AS) and CS , respectively, reflecting an increasing trend in the whole country for both diseases. Cases and incidence of AS per year showed that, male gender presented an increase in reproductive age. Distribution of the rate of case reports is mostly commanded by the states in the extreme north (Gulf of California and northern Gulf of Mexico) and south (Gulf of southern Mexico and the Caribbean Sea). Likewise, the Seasonal Autoregressive Integrated Moving Average model was selected as the best-fit model for the forecast analysis. This model was used to forecast AS cases during 2018-2019. AS may have a slight fluctuation (on the rise) during the following 24 months. CONCLUSIONS: These findings underscore the importance of intensifying, as well as expanding screening and treatment in adult population, including men, who are not routinely benefiting from maternal and reproductive service-based syphilis screening and treatment.
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Sífilis/epidemiologia , Adulto , Feminino , Previsões , Humanos , Incidência , Masculino , Programas de Rastreamento , México/epidemiologia , Pessoa de Meia-Idade , Vigilância da População , Estudos Retrospectivos , Fatores de Risco , Fatores Sexuais , Sífilis Congênita/epidemiologia , Temperatura , Fatores de Tempo , Adulto JovemRESUMO
Stanniocalcins are expressed in the pancreas tissue, and it was suggested a direct correlation between circulating insulin and STC2 concentrations in human. Here, we show a significant correlation between STC1 and both glycaemia and glycosylated haemoglobin among DM2 patients, while DM2 patients who present the greatest glycosylated haemoglobin values exhibited the lowest STC2 expression. However, treatment of patients with antiglycaemic drugs does not significantly modify the expression of both STCs. On the other hand, STC2-/- mice that exhibited neonatal and adult overweight further presented deregulated glycaemia when they were feed with a hypercaloric diet (breeding pellet, BP). This alteration is more evident at the early stages of the animal life. Deregulated glycaemia in these mice was confirmed using glucose oral test. In addition, STC2-/- mice present enhanced pancreas size; thus, the histological analysis reveals that WT mice respond to BP diet by increasing the size of the pancreatic islets through inducing cell division, and STC2-/- mice lack this compensatory mechanism. Contrary, BP fed STC2-/- mice show enhanced number of islets but of similar size than those fed with regular pellet. Histopathological analysis demonstrates tissue structure disruption and erythrocytes infiltrations in STC2-/- mice, possibly due to the stress evoked by the BP diet. Finally, enhanced glucagon immunostaining was observed in the islet of STC2-/- mice, and the glucagon ELISA assay confirmed the increase in the circulating glucagon. Summarizing, we present evidence of the role of STCs, mainly STC2, as a possible early marker during development of diabetes mellitus.
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Glicemia/metabolismo , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/metabolismo , Glicoproteínas/metabolismo , Peptídeos e Proteínas de Sinalização Intercelular/metabolismo , Adulto , Idoso , Animais , Glucagon/sangue , Glicoproteínas/deficiência , Humanos , Peptídeos e Proteínas de Sinalização Intracelular , Camundongos Endogâmicos C57BL , Camundongos Obesos , Pessoa de Meia-Idade , Tamanho do Órgão , Pâncreas/metabolismo , Pâncreas/patologiaRESUMO
Introduction: The essence of Enhanced Recovery After Surgery (ERAS) programs is the multimodal approach, and many authors have demonstrated safety and feasibility in fast track bariatric surgery. According to this concept, a multidisciplinary ERAS program for bariatric surgery has been developed by the Spanish Fast Track Group (ERAS Spain). The aim of this study was to analyze the initial implementation of this Spanish National ERAS protocol in bariatric surgery, comparing it with a historical cohort receiving standard care. Material and methods: A multi-centric prospective study was performed, including 233 consecutive patients undergoing bariatric surgery during 2015 and following ERAS protocol. It was compared with a historical cohort of 286 patients, who underwent bariatric surgery at the same institutions between 2013 and 2014 and following standard care. Compliance with the protocol, morbidity, mortality, hospital stay and readmission were evaluated. Results: Bariatric techniques performed were Roux-en-Y gastric bypass and sleeve gastrectomy. There were no significant differences in complications, mortality and readmission. Postoperative pain and hospital stay were significantly lower in the ERAS group. The total compliance to protocol was 80%. Conclusion: The Spanish National ERAS protocol is a safe issue, obtaining similar results to standard care in terms of complications, reoperations, mortality and readmissions. It is associated with less postoperative pain and earlier hospital discharge.
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Cirurgia Bariátrica/métodos , Gastrectomia/métodos , Complicações Pós-Operatórias/epidemiologia , Adulto , Feminino , Gastrectomia/efeitos adversos , Humanos , Tempo de Internação , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Complicações Pós-Operatórias/etiologia , Estudos Prospectivos , Recuperação de Função Fisiológica , EspanhaRESUMO
INTRODUCTION: Although bariatric surgery is actually mainly performed laparoscopically, analgesic optimization continues being essential to reduce complications and to improve the patients' comfort. The aim of this study is to evaluate the postoperative pain after analgesia iv exclusively, or associated with epidural analgesia or port-sites infiltration with bupivacaine. PATIENTS AND METHODS: A prospective randomized study of patients undergoing laparoscopic sleeve gastrectomy between 2012 and 2014 was performed. Patients were divided into three groups: Analgesia iv exclusively (Group 1), epidural analgesia + analgesia iv (Group 2) and port-sites infiltration + analgesia iv (Group 3). Pain was quantified by means of a Visual Analogic Scale, and morphine rescue needs were determined 24 h after surgery. RESULTS: A total of 147 were included. Groups were comparable in age, gender and BMI. There were no differences in operation time, complications, mortality or hospital stay between groups. Median pain 24 h after surgery was 5 in Group 1, 2.5 in Group 2 and 2 in Group 3 (P = 0.01), without statistically significant differences between Groups 2 and 3. In Group 1, morphine rescue was necessary in 16.3 % of the cases, 2 % in Group 2 and 2 % in Group 3 (P = 0.014), without statistically significant differences between Groups 2 and 3. CONCLUSION: Epidural analgesia and port-sites infiltration with bupivacaine, associated with analgesia iv, reduce the postoperative pain, when compared with analgesia iv exclusively. CLINICAL TRIALS: ClinicalTrials.gov Identifier: NCT02662660.
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Gastrectomia/métodos , Laparoscopia , Dor Pós-Operatória/prevenção & controle , Acetaminofen/uso terapêutico , Adulto , Analgesia Epidural , Analgésicos não Narcóticos/uso terapêutico , Anestésicos Locais/uso terapêutico , Cirurgia Bariátrica , Bupivacaína/análogos & derivados , Bupivacaína/uso terapêutico , Dipirona/uso terapêutico , Feminino , Humanos , Infusões Intravenosas , Levobupivacaína , Masculino , Estudos Prospectivos , Escala Visual AnalógicaRESUMO
INTRODUCTION: The performance of most bariatric procedures within an Enhanced Recovery After Surgery program has resulted in significant advantages, including a reduction in the length of hospital stay to 2-3 days. However, some postoperative complications may appear after the patient has been discharged. The aim of this study was to investigate the efficacy of various acute-phase parameters determined 24 h after a laparoscopic sleeve gastrectomy for predicting staple line leak in the postoperative course. PATIENTS AND METHODS: A prospective study of 208 morbidly obese patients undergoing laparoscopic sleeve gastrectomy as bariatric procedure between 2012 and 2015 was performed. Blood analysis was performed 24 h after surgery. Acute-phase parameters (C-reactive protein, procalcitonin, fibrinogen, and White Blood Cell count) were investigated. RESULTS: Staple line leak appeared in eight patients (3.8%). Using receiver operating characteristic analysis at 24 h postoperatively, a cutoff level of CRP at 9 mg/dL achieved 85% sensitivity and 90% specificity for predicting staple line leak, a cutoff level of procalcitonin at 0.85 ng/mL achieved 70% sensitivity and 90% specificity, and a cutoff level of fibrinogen at 600 mg/dL achieved 80% sensitivity and 87.5% specificity. CONCLUSION: An elevation of CRP > 9 mg/dL, procalcitonin > 0.85 ng/mL and fibrinogen > 600 mg/dL should alert the surgeon the possibility of occurrence of postoperative staple line leak.
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Proteínas de Fase Aguda/análise , Fístula Anastomótica/sangue , Gastrectomia/efeitos adversos , Laparoscopia/efeitos adversos , Obesidade Mórbida/cirurgia , Adulto , Idoso , Fístula Anastomótica/diagnóstico , Biomarcadores/sangue , Proteína C-Reativa/análise , Calcitonina/sangue , Feminino , Fibrinogênio/análise , Gastrectomia/métodos , Humanos , Laparoscopia/métodos , Tempo de Internação/estatística & dados numéricos , Contagem de Leucócitos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Curva ROC , Sensibilidade e Especificidade , Grampeamento Cirúrgico/efeitos adversos , Grampeamento Cirúrgico/métodosRESUMO
There is no consensus about the role of the gubernaculum testis (GT). Nineteen human embryos (Carnegie stages 15-23), 36 fetuses (9 weeks to term), and eight neonates were examined. All the embryos and 25 fetuses (from weeks 9-16) were processed for paraffin wax histology and serially sectioned at 10 µm thickness. The remaining 11 fetuses and the eight neonates were fresh specimens that were dissected under a surgical microscope. The GT appeared during the embryonic period (stages 17-23) with a horseshoe-shaped mesenchyme condensation of the superior concavity, which was observed in four different topographical regions sequentially through development. The GT was not attached at either of its ends in any of the specimens, not to the gonad or in the scrotal sac. The inguinal canal differentiates around the inguinal portion of the GT during the late embryonic period. After stage 21, the GT appears enveloped by an evagination of the peritoneal cavity. It has few striate muscular fibers and vessels. Although the GT does not appear to have the role traditionally attributed to it, it is still an essential structure and indirectly facilitates the descent of the testes. It contributes to the formation of the inguinal canal and then forges the pathway that the testes will subsequently take through the inguinal canal as they migrate from the abdominal cavity into the scrotal sac. Clin. Anat. 30:599-607, 2017. © 2017 Wiley Periodicals, Inc.
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Gubernáculo/embriologia , Morfogênese , Embrião de Mamíferos/anatomia & histologia , Feto/anatomia & histologia , Humanos , MasculinoAssuntos
Hipertermia Induzida , Laparoscopia , Neoplasias Peritoneais , Pseudomixoma Peritoneal , Terapia Combinada , Procedimentos Cirúrgicos de Citorredução , Humanos , Quimioterapia Intraperitoneal Hipertérmica , Neoplasias Peritoneais/tratamento farmacológico , Neoplasias Peritoneais/cirurgia , Pseudomixoma Peritoneal/cirurgia , Estudos RetrospectivosRESUMO
Spontaneous rupture of the spleen without traumatic cause is an unfrequent entity, usually related with pathologic spleens. We present a case of spontaneous rupture of an histologically normal spleen with splenomegalia secondary to smoking habit. The hemoperitoneum caused by the spontaneous rupture of the spleen mimmicked a hollow viscera perforation.
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Úlcera Duodenal/diagnóstico por imagem , Hemoperitônio/etiologia , Úlcera Péptica Perfurada/diagnóstico por imagem , Ruptura Esplênica/complicações , Ruptura Esplênica/diagnóstico por imagem , Adulto , Hemoperitônio/cirurgia , Hepatomegalia/complicações , Humanos , Masculino , Fumar/efeitos adversos , Ruptura Esplênica/cirurgia , Esplenomegalia/complicações , Tomografia Computadorizada por Raios XAssuntos
Fístula Biliar/diagnóstico por imagem , Doenças da Vesícula Biliar/diagnóstico por imagem , Cálculos Biliares/diagnóstico por imagem , Fístula Intestinal/diagnóstico por imagem , Obstrução Intestinal/diagnóstico por imagem , Doenças do Colo Sigmoide/diagnóstico por imagem , Idoso de 80 Anos ou mais , Fístula Biliar/complicações , Fístula Biliar/cirurgia , Colecistectomia , Colectomia , Colo Ascendente , Doenças do Colo/complicações , Doenças do Colo/diagnóstico por imagem , Doenças do Colo/cirurgia , Feminino , Doenças da Vesícula Biliar/complicações , Doenças da Vesícula Biliar/cirurgia , Cálculos Biliares/complicações , Cálculos Biliares/cirurgia , Humanos , Fístula Intestinal/complicações , Fístula Intestinal/cirurgia , Obstrução Intestinal/etiologia , Obstrução Intestinal/cirurgia , Doenças do Colo Sigmoide/complicações , Doenças do Colo Sigmoide/cirurgia , Tomografia Computadorizada por Raios XRESUMO
OBJECTIVES: To test two interventions aiming at improving the compliance of primary health care physicians with an agreed-on protocol of referrals to a urology department. METHODS: Joint formative meetings (every six months) were celebrated throughout a 24-month period. Also a counseling telephone line was implemented. 18.088 referrals were analyzed. The effect of both expositions was tested comparing basal data (T0) with the performance at 6, 12, 18 and 24 months later (T1, T2, T3 and T4, respectively). An additional comparison was conducted to approach the results 1 year after the study ended (T5). RESULTS: 61.7% of the referrals at baseline complied with the protocol. A significant improvement was detected at T1 (compliance 73.4%, RR with respect to T0 1.19, 95% CI 1.14- 1.23). At T2, 73.7% of referrals were adequate (RR with respect to T0 1.19, 95% CI 1.15-1.24). The percent of adequate referrals at T3 remained stable (73.4%, RR with respect to T0 1.18, 95% CI 1.15-1.23). Nevertheless, adequacy of referrals by the end of the second year (T4) significantly decreased (67.3%, RR with respect to T0, 1.09, 95% CI 1.05-1.12). Adequacy at T5 was almost identical to the basal (64.4%, RR with respect to T0, 1.04 95% CI 1.04-1.07). CONCLUSIONS: Learning activities can be effective in improving the quality of referrals from primary care to one urology department. Stopping the activities entails an immediate return to the basal standards.
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Atenção Primária à Saúde/organização & administração , Unidade Hospitalar de Urologia/organização & administração , Aconselhamento , Humanos , Cooperação do Paciente , Melhoria de Qualidade , Encaminhamento e Consulta , EspanhaRESUMO
The application of machine learning (ML) algorithms in various fields of hepatology is an issue of interest. However, we must be cautious with the results. In this letter, based on a published ML prediction model for acute kidney injury after liver surgery, we discuss some limitations of ML models and how they may be addressed in the future. Although the future faces significant challenges, it also holds a great potential.