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Extracting useful visual clues from medical images allowing accurate diagnoses requires physicians' domain knowledge acquired through years of systematic study and clinical training.
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Within the physician domain, it is necessary to take into account the practicing physician's age (as a measure of the number of physicians retiring), gender, specialty and subspecialty, number of work hours per week, and clinical competence.
Issues related to variable drugs, not using illicit drugs and not having been infected through sex were positively associated, while high viral load was negatively correlated, as to the Trust the physician domain, not using the HAART was negatively associated.
There is equal access to headache services for all who need it A policy to ensure equal access exists (yes/no) Physicians' questionnaire Domain H. Outcome assessment is essential in optimal headache care H1.
Urgent referral pathway is available when necessary A usable pathway exists (yes/no) Physicians' questionnaire Domain D. Education of patients about their headaches and their management is essential for optimal headache care D1.
These projects unite people with different backgrounds, such as software developers, health services researchers, physicians and domain experts.
For this performance domain, physicians prefer avoiding deterioration and enhancing improvement less than non-physicians (0.57 and 0.41 times less).
Furthermore, it might serve as a tool to analyse differences between patients and physicians in this domain.
According to the score per domain, physicians may select treatment options for individual patients to improve their (domain-specific) health-related quality of life.
When we examined scores by domain, physicians did the best at taking a history and ordering appropriate laboratory tests; they struggled the most with treatment and management.
In the public domain, physicians have little incentive to treat patients or promote public health initiatives, nurses are poorly paid, disrespected and inadequately trained, and patients both over-utilize the system (due to cheap co-pay), and lack trust and respect for healthcare professionals.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com