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Few supervision strategies have been rigorously tested and data on CHW supervision is particularly sparse.
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Differently from classic machine learning algorithms applied to computer vision, which typically employ huge datasets of fully labeled images to perform recognition tasks, DVAs can exploit even a few supervisions per semantic category, by enforcing coherence constraints based on motion estimation.
The following are a few examples: Supervision of CHWs in the Republic of Zambia's Kalabo District did not have a positive impact on performance because the quality was poor and almost half the CHWs did not experience any benefit from the supervision visits [ 36].
Can context, depth and insight be provided if correspondents are working with fewer producers, fewer researchers, less supervision as to what stories to pursue and how to shape them?
The review identified a few aspects of supervision being related to CHW performance: whether the CHW programme setup involved any form of supervision and the frequency and location of supervision (Table 5).
"The cooperation is transparent, only for peaceful purpose and subject to IAEA [International Atomic Energy Agency] supervision". Few outside experts agree.
All respondents experienced the situation as extremely negative, and in the case of a few respondents poor supervision lead to psychosomatic complaints such as a nervous breakdown.
Possibly, bus operators could further enhance the smooth entrance in the rotation of young drivers by possibly extending the current first few weeks of supervision by more experienced drivers.
Many studies are very small, there are very few about narrative supervision and very few have been repeated.
Give your first few injections under supervision of a trained person.
Very few follow up supervisions (17% of CHWs) had been carried out by health staff of the community health centres and no supervision had been undertaken by health staff of the district hospital as initially planned.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com