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Although reverse LV remodelling relates to outcome, it does not relate to symptomatic response.
Likewise, although we found that pathological recovery loop was significantly associated to outcome, it did not improve prediction of this beyond standard risk factor assessment.
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When coursework has no relevance to outcomes it may or may not be completed.
Even if it were true that we cannot link outputs to outcomes, it still cannot follow that we should fall back on a notion of common values where some things "should (my italics) lead to tax payer savings".
Although our measure of minimally adequate treatment has not been directly linked to outcomes, it is concordant with guideline recommendations for high-quality depression treatment [ 19].
Considering that departmental level activities are more proximal to outcomes, it might be possible to detect stronger associations and prevent attenuation of within-hospital variations in quality outcomes [ 40].
While this means that the Charlson scores derived from the APDC diagnosis codes are based on conditions likely to impact outcome, it leads to under-estimation of the prevalence of comorbid conditions in the patient cohort [ 22].
Consequently, the purported association between polypharmacy and poor outcome does not necessarily mean that polypharmacy leads to poor outcome; it may be that poor outcome may lead to aggressive prescription practices that includes high doses and polypharmacy [ 54].
Although hypoxia can be detrimental to treatment outcome, it can also be seen as a physiological abnormality that is restricted to the tumour and is therefore exploitable.
As a result we become so emotionally attached to an outcome, it will ultimately end in the opposite no matter what.
If that treatment might reasonably be expected to influence outcome, it should be described in some detail.
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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