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  1. 5541
    “…ABSTRACT: Machine learning algorithms can learn mechanisms of antimicrobial resistance from the data of DNA sequence without any a priori information. Interpreting a trained machine learning algorithm can be exploited for validating the model and obtaining new information about resistance mechanisms. …”
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    Amino Acid k-mer Feature Extraction for Quantitative Antimicrobial Resistance (AMR) Prediction by Machine Learning and Model Interpretation for Biological Insights
  2. 5542
    “…The development over the last two decades of high-throughput techniques such as proteomics offer great opportunities to examine the molecular mechanisms and study a priori the proteins in the living pigs and main post-mortem changes and post-translational modifications during the conversion of the muscle into the meat. …”
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    Application of Proteomic Technologies to Assess the Quality of Raw Pork and Pork Products: An Overview from Farm-To-Fork
  3. 5543
    “…A better agreement between the experimental and the simulated EXAFS spectra is found, confirming the a priori guess that the inclusion of dynamic and static correlation refine the structural description of the open-shell actinyl aqua ions.…”
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    Combining EXAFS and Computer Simulations to Refine the Structural Description of Actinyls in Water
  4. 5544
    “…Thematic analysis of qualitative data will involve both emergent and a priori coding guided by WHO PATH toolkit and Policy Engagement Framework. …”
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    Making information and communications technologies (ICTs) work for health: protocol for a mixed-methods study exploring processes for institutionalising geo-referenced health information systems to strengthen maternal neonatal and child health (MNCH) service planning, referral and oversight in urban Bangladesh
  5. 5545
    “…Linear mixed models for each outcome and exposure were adjusted for demographic and lifestyle factors identified a priori. RESULTS: Among the 2566 participants with complete data, fully-adjusted models showed positive associations of EC average week exposures with IL-6 and hs-CRP, and PM2.5 mass exposures on lag day 3 with IL-6 levels. …”
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    Inflammation and acute traffic-related air pollution exposures among a cohort of youth with type 1 diabetes
  6. 5546
    “…Objectives: To systematically review current literature on treatments and clinical outcomes of PG and to establish recommendations on its therapeutic management. Methods: An a priori protocol was designed based on PRISMA guidelines. …”
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    A Systematic Review of Treatment Options and Clinical Outcomes in Pemphigoid Gestationis
  7. 5547
    “…Raters scored selected OSCEs role-played using standardised learners and low-fidelity mannikins, assigning proficiency levels a priori. Researchers used Zabar’s criteria to critique rater agreement and mitigate measurement error during score review. …”
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    Rater training for standardised assessment of Objective Structured Clinical Examinations in rural Tanzania
  8. 5548
    “…On the contrary, and thanks to their axisymmetric geometry, glass capillary-based droplet generators are a priori not fluid-dependent. Nevertheless, they have never reached the market because their assembly requires fastidious and not scalable fabrication techniques. …”
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    Microfluidic droplet generation based on non-embedded co-flow-focusing using 3D printed nozzle
  9. 5549
    “…Animals were inoculated with uropathogenic E. coli by direct injection into the renal parenchyma and were maintained until a priori endpoints were met. The natural history of the infection was studied. …”
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    A comprehensive assessment of multi-system responses to a renal inoculation of uropathogenic E. coli in swine
  10. 5550
    “…Framework analysis will be applied to analyse qualitative data, and an outline with the definitions of a priori codes guided by the policy engagement framework will be prepared. …”
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    Challenges and facilitators of implementation of an information communication and technology (ICT)-based human resources management tool in the government health sector in Bangladesh: protocol for an exploratory qualitative research study
  11. 5551
    “…Our study extends literature data in which almost 100% “high quality” NGS variants are confirmed by Sanger; moreover, it demonstrates that in case of discrepancy between a high-quality NGS variant and Sanger validation, NGS call should not be a priori assumed to represent the source of the error. …”
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    Sanger Validation of High-Throughput Sequencing in Genetic Diagnosis: Still the Best Practice?
  12. 5552
    “…Data extraction was performed using customized fields established a priori within a systematic review software system. …”
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    A Scoping Review of Implementation Science in Adult Critical Care Settings
  13. 5553
    “…As an analytical tool for PPIs that does not rely on a priori knowledge, DCAA should be useful to predict PPIs from time-series omics data, and this approach is not limited to phosphoproteomic data.…”
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    Delayed Comparison and Apriori Algorithm (DCAA): A Tool for Discovering Protein–Protein Interactions From Time-Series Phosphoproteomic Data
  14. 5554
    “…METHODS: A systematic search of databases using an a priori strategy was conducted. SRs which reported an outcome related to antibiotic initiation and/or duration in the context of respiratory infection were included. …”
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    119. Procalcitonin to Guide Antibiotic Therapy for Respiratory Infection: A Systematic Review of Systematic Reviews
  15. 5555
    “…Untreated areas with comparable historical dengue profiles and demographic characteristics have been identified a priori as comparative control areas in each city. …”
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    The impact of large-scale deployment of Wolbachia mosquitoes on dengue and other Aedes-borne diseases in Rio de Janeiro and Niterói, Brazil: study protocol for a controlled interrupted time series analysis using routine disease surveillance data
  16. 5556
    “…Potential confounders have been identified a priori through a directed acyclic graph. Cox proportional hazards regression models will be employed to assess the associations between maternal pre-pregnancy weight, gestational weight gain and incident paediatric allergic disease. …”
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    Examining the effects of pre-pregnancy weight and gestational weight gain on allergic disease development in offspring: a protocol for a population-based study using health administrative databases in Ontario, Canada
  17. 5557
    “…News articles were analyzed using a priori thematic coding for verifying themes in interviews and data triangulation. …”
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    Terminal Logic Behavior and Strategic Defection of Governmental Officials during Presidential Transitions in Guatemala: Implications for the Sustainability of Food and Nutrition Security Policy
  18. 5558
    “…RESULTS: Using the draft search strategy of databases and after screening,7 randomized controlled trials met the a priori criteria and were included. This network mate-analysis will be published in a peer-reviewed journal. …”
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    Whether cognitive behavioral therapy is effective for Alzheimer's disease: A protocol for systematic review and network meta-analysis
  19. 5559
    “…Our algorithm does not require any a priori knowledge of the physical attributes or geometry of the sensor to be calibrated, which is a key advantage as stretchable sensors are generally applicable to highly complex geometries with integrated electronics requiring bespoke manufacture. …”
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    A Deep Learning Approach to Non-linearity in Wearable Stretch Sensors
  20. 5560
    “…Clinical outcomes and physical activity (7 days of wrist-worn accelerometry) were assessed at baseline, 4 (clinical outcomes only), 8, and 26 weeks. A priori feasibility criteria for recruitment, intervention adherence, viability of wrist-based accelerometry, and follow-up retention were set. …”
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    A pain science education and walking program to increase physical activity in people with symptomatic knee osteoarthritis: a feasibility study
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