The aim of this study is to analyze patterns and volumes of patients visiting ENT emergency departments during periods of community lockdowns given the newness of this situation and to assess the variation in numbers of visits and examine whether their reduction equally affects all categories of visit causation or whether it is limited to diseases not considered as emergencies. Methods: A retrospective descriptive study was conducted on prospectively collected registry data on patients of all age groups visited the emergency ENT department during the period of nationwide lockdown. Patients were grouped in 9 categories, according to the cause of visit the ENT emergency department. Results: A total of 201 patients visited the ENT emergency department. The retrospective analysis of the data during the same period in the years 2013 to 2019 showed a reduction of 73% in total visits (mean total visits number between 2013 to 2019 was 745.29 ± 20.0143). A statistically signi cant reduction in visitation was found in all categories studied with the exception of foreign body ingestion-aspiration. Conclusion: Patients with General ENT symptoms, mild epistaxis cases, otology cases, vertigo cases, uncomplicated infectious cases showed a statistically signi cant reduction in numbers and were treated empirically. Swallowing foreign body cases did not show statistically signi cant reduction. Limitation of movement and the lockdown itself, led to reduction of trauma cases. Surprisingly, there was also a reduction in oncology cases and an increase in numbers of these cases can be expected in the near future.

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Summary Background The Action for Health in Diabetes (Look AHEAD) trial investigated whether long-term cardiovascular disease morbidity and mortality could be reduced through a weight loss intervention among people with type 2 diabetes. Despite finding no significant reduction in cardiovascular events on average, it is possible that some subpopulations might have derived benefit. In this post-hoc analysis, we test the hypothesis that the overall neutral average treatment effect in the trial masked important heterogeneous treatment effects (HTEs) from intensive weight loss interventions. Methods We used causal forest modelling, which identifies HTEs, using a random half of the trial data (the training set). We applied Cox proportional hazards models to test the potential HTEs on the remaining half of the data (the testing set). The analysis was deemed exempt from review by the Columbia University Institutional Review Board, Protocol ID# AAAO3003. Findings Between Aug 22, 2001, and April 30, 2004, 5145 patients with type 2 diabetes were enrolled in the Look AHEAD randomised controlled trial, of whom 4901 were included in the The National Institute of Diabetes and Digestive and Kidney Diseases Repository and included in our analyses: 2450 for model development and 2451 in the testing dataset. Baseline HbA1c and self-reported general health distinguished participants who differentially benefited from the intervention. Cox models for the primary composite cardiovascular outcome revealed a number needed to treat of 28·9 to prevent 1 event over 9·6 years among participants with HbA1c 6·8% or higher, or both HbA1c less than 6·8% and Short Form Health Survey (SF-36) general health score of 48 or more (2101 [86%] of 2451 participants in the testing dataset; 167 [16%] of 1046 primary outcome events for intervention vs 205 [19%] of 1055 for control, absolute risk reduction of 3·46%, 95% CI 0·21–6·73%, p=0·038) By contrast, participants with HbA1c less than 6·8% and baseline SF-36 general health score of less than 48 (350 [14%] of 2451 participants in the testing data; 27 [16%] of 171 primary outcome events for intervention vs 15 [8%] of 179 primary outcome events for control) had an absolute risk increase of the primary outcome of 7·41% (0·60 to 14·22, p=0·003). Interpretation Look AHEAD participants with moderately or poorly controlled diabetes (HbA1c 6·8% or higher) and subjects with well controlled diabetes (HbA1c less than 6·8%) and good self-reported health (85% of the overall study population) averted cardiovascular events from a behavioural intervention aimed at weight loss. However, 15% of participants with well controlled diabetes and poor self-reported general health experienced negative effects that rendered the overall study outcome neutral. HbA1c and a short questionnaire on general health might identify people with type 2 diabetes likely to derive benefit from an intensive lifestyle intervention aimed at weight loss. Funding None.