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As flow chart Fig. 1 illustrates, 556 duplicated records were identified and removed.
Considering that the procedure to eliminate duplicated records eliminated also molecules having ΔT ≤ 1 °C measured in different experiments, we corrected the observed distribution of values for ΔT = 0 and 1 by using the same number of counts as observed for ΔT = [2, 3] °C interval.
30 We excluded duplicated records, records of palliative patients and patients who died in the hospital.
After removal of these multiple CD4 records as well as erroneously duplicated records, the final sample of true matches for CD4 records was 622 HIV positive patients.
As the spatial resolution of enrironmental data was 1 km, we removed duplicated records of the same pixel and got 218 spatially unique points with infected marmots with a spatial precision of 5 10 km (~0.05 0.1°).
Excluded were records of hip fracture patients <50 years of age, those indicated to have either malignant neoplasm C00-D099) and/or motor vehicle related external cause of injury V01-V999) codes in any diagnosis field, and duplicated records indicating a transfer for the same episode of hip fracture.
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Another convenient feature is the ability to duplicate records.
Duplicate records obtained from more than one guideline source, (n=201, 17%) were also discarded.
Search results were merged using reference management software (Endnote, Thomson Reuters) and duplicate records removed.
aAll rates before matching and duplicate record removal; UPMC, University of Pittsburgh Medical Center Health System.
Automatic and manual de-duplication identified 24,624 duplicate records, which we discarded.
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