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A thorough description of the recruitment and classification of the initial study population has been published [30] Culture was performed using BACTEC culture (Becton Dickinson, Sparks, MD, USA) by trained staff at Zankli TB Research Laboratory in Abuja.
JO, HK and MO were responsible for the recruitment and classification of patients and healthy volunteers.
AT was responsible for the recruitment and classification of the patients, and determined genotypes of NOS2.
BMNW participated in the recruitment and classification of patients and the extraction of clinical data.
CT conceived the study, was responsible for the recruitment and classification of patients, and drafted the manuscript.
NM was responsible for the recruitment and classification of patients, performed ELISA, and helped to draft the manuscript.
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Given that such a comprehensive and intrusive source of text data does exist, there is clearly a potential for abusing a recruitment and membership classification method to target non-combative individuals.
The authors would like to thank Michelle Gong, Weiling Zhang, Kelly McCoy, Thomas McCabe, Marcia Chertok, and Julia Shin for patient recruitment and phenotypic classification for the Molecular Epidemiology of ARDS project; Andrea Shafer and Starr Sumpter for research support; Ian James for laboratory expertise and Janna Frelich for data management.
RC carried out the patient recruitment and application of classification criteria.
FPR = FP FP + TN = FP N (6) Table 4 Confusion matrix used to assess the recruitment model's classification performance Model classification Observed classification P r(R e c j |d i )≥θ P r(R e c j |d i )<θ Recruitment = True True positives False negatives P=T P+F N (T P) (F N) Recruitment = False False positives True negatives N=F P+T N (F P) (T N) P ̂ = TP + FP N ̂ = FN + TN I=P+N.
"That creates a lot of opportunities," says Scott Raye, chief of recruitment, classification, and staffing for the Defense Intelligence Agency.
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