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Nevin Manimala Statistics

An Evaluation of Expedited Transcription Methods for School-Age Children’s Narrative Language: Automatic Speech Recognition and Real-Time Transcription

J Speech Lang Hear Res. 2021 Aug 18:1-16. doi: 10.1044/2021_JSLHR-21-00096. Online ahead of print.

ABSTRACT

Purpose This study examined the accuracy and potential clinical utility of two expedited transcription methods for narrative language samples elicited from school-age children (7;5-11;10 [years;months]) with developmental language disorder. Transcription methods included real-time transcription produced by speech-language pathologists (SLPs) and trained transcribers (TTs) as well as Google Cloud Speech automatic speech recognition. Method The accuracy of each transcription method was evaluated against a gold-standard reference corpus. Clinical utility was examined by determining the reliability of scores calculated from the transcripts produced by each method on several language sample analysis (LSA) measures. Participants included seven certified SLPs and seven TTs. Each participant was asked to produce a set of six transcripts in real time, out of a total 42 language samples. The same 42 samples were transcribed using Google Cloud Speech. Transcription accuracy was evaluated through word error rate. Reliability of LSA scores was determined using correlation analysis. Results Results indicated that Google Cloud Speech was significantly more accurate than real-time transcription in transcribing narrative samples and was not impacted by speech rate of the narrator. In contrast, SLP and TT transcription accuracy decreased as a function of increasing speech rate. LSA metrics generated from Google Cloud Speech transcripts were also more reliably calculated. Conclusions Automatic speech recognition showed greater accuracy and clinical utility as an expedited transcription method than real-time transcription. Though there is room for improvement in the accuracy of speech recognition for the purpose of clinical transcription, it produced highly reliable scores on several commonly used LSA metrics. Supplemental Material https://doi.org/10.23641/asha.15167355.

PMID:34407387 | DOI:10.1044/2021_JSLHR-21-00096

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Nevin Manimala Statistics

Validity of Self-Reported Hepatitis C Virus Status Among Criminal Justice-Involved Persons Living With HIV

J Correct Health Care. 2021 Aug 18. doi: 10.1089/jchc.19.05.0045. Online ahead of print.

ABSTRACT

The prevalence of HIV/hepatitis C virus (HCV) coinfection among justice-involved persons is high. The validity of self-reported HCV status in this population has important public health implications, yet has not been studied. Justice-involved persons with HIV from Washington, DC, were enrolled in a study that investigated a mobile health intervention to support HIV treatment. Self-reported and laboratory-confirmed HCV status was compared. Among 103 participants, chronic HCV prevalence was 13%. Positive predictive value of self-reported positive chronic HCV status was low at 55%, and negative predictive value was 98%. Cohen’s kappa statistic was 0.60 for agreement. Two women who reported negative HCV status were found to have HCV.

PMID:34407381 | DOI:10.1089/jchc.19.05.0045

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Nevin Manimala Statistics

Migration health research in the United Kingdom: A scoping review

J Migr Health. 2021 Jul 7;4:100061. doi: 10.1016/j.jmh.2021.100061. eCollection 2021.

ABSTRACT

BACKGROUND: One in seven people living in the United Kingdom (UK) is an international migrant, rendering migrants an important population group with diverse and dynamic health and healthcare needs. However, there has been no attempt to map contemporary trends within migration health research conducted in the UK. The aim of this scoping review was to describe trends within migration health research and identify gaps for future research agendas.

METHODS: PubMed and Embase were systematically searched for empirical research with a primary focus on the concepts “health” and “migrants” published between 2001 and 2019. Findings were analysed using the UCL-Lancet Commission on Migration and Health Conceptual Framework for Migration and Health.

RESULTS: In total, 399 studies were included, with almost half (41.1%; 164/399) published in the last five years of the study period between 2015 and 2019 and a third (34.1%; 136/399) conducted in London. Studies included asylum seekers (14.8%; 59/399), refugees (12.3%; 49/399), and undocumented migrants or migrants with insecure status (3.5%; 14/399), but most articles (74.9%; 299/399) did not specify a migrant sub-group. The most studied health topics were specific disease outcomes such as infectious diseases (24.1% of studies) and mental health (19.1%) compared to examining systems or structures that impact health (27.8%), access to healthcare (26.3%), or specific exposures or behaviours (35.3%).

CONCLUSIONS: There has been a growing interest in migration health. Ensuring a diverse geographic distribution of research conducted in the UK and disaggregation by migrant sub-group is required for a nuanced and region-specific understanding of specific health needs, interventions and appropriate service delivery for different migrant populations. More research is needed to understand how migration policy and legislation intersect with both the social determinants of health and access to healthcare to shape the health of migrants in the UK.

PMID:34405201 | PMC:PMC8352015 | DOI:10.1016/j.jmh.2021.100061

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Effect of human milk and other neonatal variables on lung function at three months corrected age

Pediatr Pulmonol. 2021 Aug 18. doi: 10.1002/ppul.25625. Online ahead of print.

ABSTRACT

OBJECTIVE: To evaluate the impact of human milk and different neonatal variables on tidal breathing flow-volume loop (TBFVL) parameters within three months’ corrected age (CA) in infants born ≤32 wks or weighing <1500 g.

METHODS: We retrospectively studied 121 infants with gestational age (GA) ≤ 32 weeks or birth weight (BW) <1500 gr who had lung function assessment within three months’ CA by TBFVL analysis between June 2009 and April 2018. We investigated the impact of GA, gender, being Small for GA (SGA), sepsis, days of mechanical ventilation (MV) and human milk feeding (HMF) on later respiratory function, both in the entire group and according to BW ( ≤1000 g and >1000 g).

RESULTS: The mean(SD) z-score for tidal volume (Vt) and time to peak expiratory flow to expiratory time (tPTEF/tE) were respectively -4.3 (2.5) and -0.8 (2.0) for the overall population with no significant differences between infants <1000 g or ≥1000 g. The mean(SD) Vt standardized for body weight was 6.2(2.0) ml/kg. Being female was associated with better Vt/Kg, whereas longer MV or being born SGA were associated with worst tPTEF/tE. For infants with BW < 1000 gr, tPTEF/tE was positively associated with HMF.

CONCLUSION: An early TBFVL assessment within three months’ CA already reveals lung function alteration in preterm infants. Being female is associated with better Vt/Kg, while longer duration of MV or being born SGA negatively affect tPTEF/tE. The positive association between HMF and better tPTEF/tE in infants with BW <1000 g has emerged, which deserves further investigation.

PMID:34407314 | DOI:10.1002/ppul.25625

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Comparison of the value of immature retyculocyte and immature platelet in the diagnosıs of sepsis

Pediatr Int. 2021 Aug 18. doi: 10.1111/ped.14882. Online ahead of print.

ABSTRACT

BACKGROUND: Sepsis is one of the causes of pre-treatment morbidity and mortality in the pediatric age group. In the present study, we investigated the place of the immature granulocyte percentage, (IG) immature reticulocyte fraction (IRF), and immature platelet fraction (IPF) in the diagnosis of sepsis.

METHODS: Complete blood count, C-reactive protein, (CRP) procalcitonin (PCT) and blood cultures were measured in 125 critical patients who were followed-up in the intensive care unit with the suspicion of sepsis and 65 healthy children between 2017 and 2019. In addition to the complete blood counts and routine parameters, IG, IRF, and IPF were examined in the patients.

RESULTS: When the critical patient group and the healthy control group were compared, it was found that the total number of leukocytes (white blood cells), neutrophil count, platelet count, CRP, PCT, IG, IRF, and IPF values were higher at statistically significant levels. When septic and non-septic patients were compared, it was found that the CRP, PCT,IGP, and IPF were higher at statistically significant levels in the septic patients.

CONCLUSIONS: It was concluded that CRP, PCT, IG, and IPF were significant in determining sepsis and that PCT was the most sensitive and specific biomarker in these parameters. We believe that these parameters may be suitable for practical use in determining sepsis because they give faster results and suggest the diagnosis of sepsis.

PMID:34407299 | DOI:10.1111/ped.14882

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Real-world outcomes of anti-VEGF therapy in treatment-naïve neovascular age-related macular degeneration diagnosed on OCT angiography: the REVEAL study

Acta Ophthalmol. 2021 Aug 18. doi: 10.1111/aos.15005. Online ahead of print.

ABSTRACT

PURPOSE: To compare the 12 months visual and anatomical outcomes of treatment-naïve neovascular age-related macular degeneration (nAMD) patients diagnosed by optical coherence tomography angiography (OCT-A) compared with fluorescein angiography (FA)/indocyanine green angiography (ICGA), after anti-VEGF treatment in a real-world setting.

METHODS: Monocentric, observational, parallel-group study of nAMD patients diagnosed with either FA/ICGA or non-invasive OCT-A methods. Patients were treated with a fixed dosing regimen of intravitreal ranibizumab or aflibercept and followed up for 12 months. Primary outcomes were the 12 months functional (BCVA) and anatomical (CST reduction) gains between the two groups. The stratification of BCVA and CST gains by type of neovascular lesion and by anti-VEGF treatment was also assessed.

RESULTS: Seventy-two patients received FA/ICGA for the initial diagnosis of nAMD, while 73 received OCT-A. Overall, the mean BCVA gain at 12 months was 11.5 ± 9.6 letters. There were no statistically significant differences between the invasive and non-invasive imaging groups in BCVA gain (p = 0.87) or CST reduction (p = 0.76). No statistically significant outcome differences between different lesion types and the two drugs were observed.

CONCLUSION: In a real-world setting, nAMD patients diagnosed with OCT-A showed meaningful improvements in visual and anatomical parameters during 12 months of treatment, without significant differences with those diagnosed by invasive modalities.

PMID:34407298 | DOI:10.1111/aos.15005

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Coalescence times, life history traits and conservation concerns: an example from four coastal shark species from the Indo-Pacific

Mol Ecol Resour. 2021 Aug 18. doi: 10.1111/1755-0998.13487. Online ahead of print.

ABSTRACT

Dispersal abilities play a crucial role in shaping the extent of population genetic structure, with more mobile species being panmictic over large geographic ranges and less mobile ones organized in meta-populations exchanging migrants to different degrees. In turn, population structure directly influences the coalescence pattern of the sampled lineages, but the consequences on the estimated variation of the effective population size (Ne) over time obtained by means of unstructured demographic models remain poorly understood. However, this knowledge is crucial for biologically interpreting the observed Ne trajectory and further devising conservation strategies in endangered species. Here we investigated the demographic history of four shark species (Carharhinus melanopterus, Carharhinus limbatus, Carharhinus amblyrhynchos, Galeocerdo cuvier) with different degrees of endangered status and life history traits related to dispersal distributed in the Indo-Pacific and sampled off New Caledonia. We compared several evolutionary scenarios representing both structured (meta-population) and unstructured models and then inferred the Ne variation through time. By performing extensive coalescent simulations, we provided a general framework relating the underlying population structure and the observed Ne dynamics. On this basis, we concluded that the recent decline observed in three out of the four considered species when assuming unstructured demographic models can be explained by the presence of population structure. Furthermore, we also demonstrated the limits of the inferences based on the sole site frequency spectrum and warn that statistics based on linkage disequilibrium will be needed to exclude recent demographic events affecting meta-populations.

PMID:34407294 | DOI:10.1111/1755-0998.13487

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Systematic Literature Review of Spinal Cord Stimulation in Patients With Chronic Back Pain Without Prior Spine Surgery

Neuromodulation. 2021 Aug 18. doi: 10.1111/ner.13519. Online ahead of print.

ABSTRACT

OBJECTIVE: Low back pain is the leading cause of disability worldwide and one of the most common reasons for seeking healthcare. Despite numerous care strategies, patients with low back pain continue to exhibit poor outcomes. Spinal cord stimulation (SCS) is an evidence-based therapeutic modality for patients with failed back surgery syndrome. For patients without a surgical lesion or history, minimally invasive interventions that provide long-term reduction of chronic back pain are needed. Therefore, we conducted a systematic review of the evidence on SCS therapy in patients with chronic back pain who have not undergone spinal surgery.

MATERIALS AND METHODS: A systematic literature search was performed to identify studies reporting outcomes for SCS in chronic back pain patients (with or without secondary radicular leg pain) without prior surgery using date limits from database inception to February 2021. Study results were analyzed and described qualitatively.

RESULTS: A total of ten primary studies (16 publications) were included. The included studies consistently demonstrated favorable outcomes in terms of pain reduction and functional improvement following SCS therapy. Improvements also occurred in quality of life scores; however, not all studies reported statistically significant findings. Additionally, the studies reported that SCS resulted in high patient satisfaction, reductions in opioid use, and an acceptable safety profile, although these data were more limited.

CONCLUSION: Findings suggest that SCS is a promising, safe, minimally invasive, and reversible alternative option for managing chronic back pain in patients who have not undergone spinal surgery.

PMID:34407288 | DOI:10.1111/ner.13519

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Caring for a sick or injured child during the COVID-19 pandemic lockdown in 2020 in the UK: An online survey of parents’ experiences

Health Expect. 2021 Aug 18. doi: 10.1111/hex.13347. Online ahead of print.

ABSTRACT

BACKGROUND: During the COVID-19 pandemic, the first UK lockdown (March to May 2020) witnessed a dramatic reduction in children presenting to primary/emergency care, creating concern that fear of the virus was resulting in children presenting late.

METHODS: An online survey was co-developed with UK parents to understand the impact of the lockdown on parents’ help-seeking for, and care of, their sick/injured child(ren). The survey was advertised through social media and snowballing to parents whose children had been ill/injured during the lockdown. Analysis used descriptive statistics, SPSSv25 and thematic analysis.

RESULTS: The survey was fully completed by 198 UK parents. The majority asked for help (144/198): from their family doctor (78), national helplines (48) or an Emergency Department (23). Most reported that their decision-making had not changed, although how they sought help had changed. A few parents reported that the severity and duration of illness had increased because of uncertainty about and/or difficulty accessing services. Parents did not always report seeking help for symptoms rated red or amber by the Royal College of Paediatrics and Child Health. Parents reported accessing information through the internet or using information that they already had.

PARENT CONTRIBUTION: This was a collaboration with parents from survey development to dissemination, with two parents being integral members of our research team.

CONCLUSIONS: Our questionnaire was completed by parents who were not deterred from seeking help for their sick or injured children. Even for these parents, the lockdown changes to services created uncertainty about, and barriers to, accessing medical help for their children.

PMID:34407286 | DOI:10.1111/hex.13347

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Cotrimoxazole versus sulfadoxine-pyrimethamine for intermittent preventive treatment of malaria in HIV-infected pregnant women in Bangui, Central African Republic: a Pragmatic Randomized Controlled Trial

Trop Med Int Health. 2021 Aug 18. doi: 10.1111/tmi.13668. Online ahead of print.

ABSTRACT

OBJECTIVE: The main objective of the MACOMBA (Maternity and Control of Malaria-HIV co-infection in Bangui) trial was to show that cotrimoxazole (CTX) is more effective than Sulphadoxine-Pyremethamine-IPTp (IPTp-SP) to prevent placental malaria infection (primary endpoint) among HIV-positive pregnant women with a CD4+ count ≥350 cells/mm3 in Bangui, CAR.

METHODS: MACOMBA is a multicenter, open-label randomized trial conducted in four maternity hospitals in Bangui. Between 2013 and 2017, 193 women were randomized and 112 (59 and 53 in CTX and IPTp-SP arms, respectively) were assessed for placental infection defined by microscopic parasitemia or PCR.

RESULTS: Thirteen women had a placental infection: 5 in the CTX arm (1 by microscopic placental parasitemia and 4 by PCR) and 8 by PCR in the SP-IPTp (8.5% vs 15.1%, p = 0.28). The percentage of newborns with low birthweight (< 2500 g) did not differ statistically between the two arms. Self-reported compliance to CTX prophylaxis was good. There was a low overall rate of adverse events in both arms.

CONCLUSION: Although our results do not allow us to conclude that CTX is more effective, drug safety and good compliance among women with this treatment favour its widespread use among HIV-infected pregnant women, as currently recommended by WHO.

PMID:34407273 | DOI:10.1111/tmi.13668