title: Field evaluation of an automated RDT reader and data management device for Plasmodium falciparum/Plasmodium vivax malaria in endemic areas of Colombia.
abstract: BACKGROUND
  Massive implementation of malaria diagnostics in low-resource countries is regarded as a pivotal strategy in control and elimination efforts. Although malaria rapid diagnostic tests (RDTs) are considered a viable alternative, there are still obstacles to the widespread implementation of this strategy, such as reporting constraints and lack of proper quality assurance of RDT-based programmes at point-of-care (POC).
  
  
  METHODS
  A prospective cohort of patients, seeking routine care for febrile episodes at health centres in malaria-endemic areas of Colombia, was used to assess the diagnostic performance of a device based on smartphone technology (Deki ReaderTM, former codename "GenZero"), that assists users at POC to process RDTs. After informed consent, patients were enrolled into the study and blood samples were collected for thick blood smear (TBS) and RDT. The RDT results were interpreted by both visual inspection and Deki Reader device and concordance between visual and device interpretation was measured. Microscopy corrected by real-time polymerase chain reaction (PCR) and microscopy were "gold standard" tests to assess the diagnostic performance.
  
  
  RESULTS
  In total, 1,807 patients were enrolled at seven health centres in malaria-endemic areas of Colombia. Thirty-three Plasmodium falciparum and 100 Plasmodium vivax cases were positive by corrected microscopy. Both sensitivity and specificity were 93.9% (95% CI 69.7-95.2) and 98.7% (95% CI 98.5-99.4) for P. falciparum, and 98.0% (95% CI 90.3-98.9) and 97.9% (95% CI 97.1-98.5) for P. vivax. Percentage concordance between visual and device interpretation of RDT was 98.5% and 99.0% for P. vivax and P. falciparum, respectively.The RDT, when compared to TBS, showed high sensitivity and specificity for P. falciparum in both visual and device interpretation, and good overall diagnostic performance for P. vivax. Comparison between PCR as gold standard and visual and device interpretation showed acceptable overall performance for both species.
  
  
  CONCLUSIONS
  The diagnostic performance of the Deki Reader was comparable to visual interpretation of RDTs (without significant differences) for both malaria species. Providing standardized automated interpretation of RDTs at POC in remote areas, in addition to almost real-time reporting of cases and enabling quality control would greatly benefit large-scale implementation of RDT-based malaria diagnostic programmes.
authors.affiliation: Caucaseco Scientific Research Center, Cali, Colombia. sherrera@inmuno.org.
authors.forename: Sócrates
authors.initials: S
authors.lastname: Herrera
authors.forename: Andrés F
authors.initials: AF
authors.lastname: Vallejo
authors.forename: Juan P
authors.initials: JP
authors.lastname: Quintero
authors.forename: Myriam
authors.initials: M
authors.lastname: Arévalo-Herrera
authors.forename: Marcela
authors.initials: M
authors.lastname: Cancino
authors.forename: Santiago
authors.initials: S
authors.lastname: Ferro
mesh_terms: D000293:Adolescent; D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D002648:Child; D002675:Child, Preschool; D015331:Cohort Studies; D003105:Colombia / Q000453:epidemiology; D001330:Electronic Data Processing / Q000379:methods*; D019353:Endemic Diseases; D005260:Female; D006801:Humans; D007223:Infant; D016778:Malaria, Falciparum / Q000175:diagnosis* / Q000453:epidemiology; D016780:Malaria, Vivax / Q000175:diagnosis* / Q000453:epidemiology; D008297:Male; D008875:Middle Aged; D010274:Parasitology / Q000379:methods*; D019095:Point-of-Care Systems; D011446:Prospective Studies; D055815:Young Adult