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174                                                                                         S.A. Guevara et al.
         response in the 2 weeks following this e-mail, a second corre-  Each category was considered independently and not
         spondence was sent to seek clarification, and if no response  combined, as recommended by the PRISMA guidelines. Two
         was received after a further 4 weeks, the articles were excluded  authors (SAG and PC) independently completed risk-of-bias
         due to an inability to confirm the triathlon distance or specific  assessments for all included studies. For any discrepancies not
         triathlon data. A third author (PC) was consulted in the event  resolved through discussion, a third independent assessor
         of a disagreement between authors for consensus. All studies  (MD) was consulted to reach consensus. Case studies were not
         were able to be classified using the track and field consensus  assessed using a risk of bias tool, as these tools are designed to
         statement, which defined a recordable health-related incident  assess intervention-based studies, and in this review case
         as “any physical or psychological complaint or manifestation  studies only included reporting on the occurrence of specific
         experienced by an athlete, irrespective of the need for medical  health problems and not interventions.TaggedAPTARAEnd
                                               18
         attention or time loss from athletics activities”. TaggedAPTARAEnd
                                                               TaggedAPTARAH13. ResultsTaggedAPTARAEnd
         TaggedAPTARAH22.4. Data extractionTaggedAPTARAEnd
                                                               TaggedAPTARAH23.1. Search resultsTaggedAPTARAEnd
            TaggedAPTARAPData extraction was independently completed by 2 of the
                                                                  TaggedAPTARAPThe electronic search of the relevant databases yielded 7998
         authors (SAG and MLC) using a structured form that included
                                                               potentially relevant articles that were imported into the Covi-
         extraction of the following: study design, surveillance period,
                                                               dence online platform (Veritas Health Innovation). After
         participants characteristics (sex, age, race distances, experi-
                                                               removing 3840 duplicates and excluding another 4017 articles
         ence level—mapped to The Foundations, Talent, Elite,
                                     17                        following the independent screening of titles and abstracts by 2
         Mastery framework classification,  which is a tool designed
                                                               reviewers (SAG and MLC), 143 articles remained to be
         to assist sporting stakeholders in reviewing, planning and
                                                               assessed in full text. One article was identified through the
         supporting athlete pathways). Injury and illness definitions
                                                               backward citation search after cross-referencing the reference
         were mapped to the Injury Definitions Concept Framework
                                                               lists of the included articles and another through author corre-
         classifications, which considers the clinical examination,
         sports performance, and athlete self-perception. 19  Injury char-  spondence. The most common reasons for exclusion were not
                                                               specifying the race distance (short-course or long-course) or
         acteristics (number, type, location, nature, and mechanism),
                                                               including athletes competing in both short- and long-course
         illness characteristics (number, illness symptoms, and affected
                                                               races, where the epidemiologic data could not be separated.
         system), and summary measures of injury and illness (preva-
                                                               This resulted in 42 articles (26 cohort studies (Level 3), 1 case-
         lence, incidence) were extracted if reported. A third author
                                                               control, and 15 case report studies (Level 4)) that were deemed
         (PC) independently verified the extracted data. The authors of  eligible and included in this review; a total of 9824 short-course
         17 studies 9,10,2034  clarified questions regarding raw data.TaggedAPTARAEnd
                                                               triathletes were observed by the included studies (Fig. 1).TaggedAPTARAEnd
                                                               TaggedAPTARAFigure
         TaggedAPTARAH22.5. Strength of evidenceTaggedAPTARAEnd
            TaggedAPTARAPThe “Oxford Centre of Evidence-based Medicine—Levels
         of Evidence” was used to determine the hierarchical level of
         evidence of the articles according to the type of research ques-
         tion and study design adopted by the full-text studies included
         in this review. The highest level of evidence (Level 1) referred
         to “systematic reviews”, and the lowest level of evidence
                                                  35
         (Level 4) referred to “case-series and case reports”. TaggedAPTARAEnd
         TaggedAPTARAH22.6. Risk of biasTaggedAPTARAEnd
            TaggedAPTARAPRisk of bias was assessed using the NewcastleOttawa
         Quality Assessment Scale created for assessment of non-
         randomized studies, including case-controls and cohort
         studies. 36  The NewcastleOttawa Quality Assessment Scale
         allows question customization to reflect the review questions
         of interest. 37  A tailored version of the NewcastleOttawa
         Quality Assessment Scale, based on Toohey et al., 38  was
         created in a checklist format for specific injury and illness
         research (Appendix 2 of online Supplementary materials).
         Cohort and case-control studies were assessed in accordance
         with their study design in 3 categories: selection of participant
         groups, comparability of different participant groups, and
         outcome/exposure result. Assessed studies could score a  Fig. 1. Preferred Reporting Items for Systematic Review and Meta-Analyses
         maximum score of 4, 2, and 3 for these respective categories.  flow chart.TaggedAPTARAEnd
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