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The second strength of this paper is using a validation instrument to validate the CLDs, which strengthened our model and its global relevance, given that we also approached international stakeholders from various regions of the world.
Therefore, we examined the reproducibility and validity of the self-administered LAPAQ using a modern triaxial accelerometer as a validation instrument.
Even though the BAR scores are appropriate as a validation instrument, we regard them as too noisy and therefore unsuitable for our original analysis in the main body of our paper, for several reasons.
With this type of information, we can then complement the scoring algorithm with crowd tag judgment, and have an additional validation instrument to the annotations created during the competition mode.
Respondents used the validation instrument in Additional file 4 to test the CLDs.
JM provided the SMPs as well as technical assistance with this validation instrument.
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We assumed that higher correlations with the validation instruments would indicate greater construct validity.
Validation instruments varied across the different disease groups.
Second, the LAPAQ was compared with a diary and pedometer, which were used as validation instruments.
Of the 1200 participants desired, 1006 were recruited of which 610 had matching validation instruments.
Validation instruments included the Short-Form-12 (SF-12) [ 41], the Quality of Life Inventory (QoLI) [ 42] and the 16D [ 43].
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