title: Predictive utility of weekly post-traumatic amnesia assessments after brain injury: A multicentre analysis.
abstract: OBJECTIVE
  To consider the duration of post-traumatic amnesia (PTA) as a single predictor variable to determine whether categories of PTA duration exist that predict 1-year outcomes after traumatic brain injury (TBI).
  
  
  METHODS
  Using the TBI Model System database (n = 5250), the duration of PTA that predicts 1-year outcomes was calculated. Logistic regression was used to determine whether a single predictive threshold value existed. Classification and regression tree analysis then determined whether multiple threshold values existed. The area under the ROC curve and percentage correct classification were also calculated to discriminate classification accuracy and choose the best predictive thresholds.
  
  
  RESULTS
  A single threshold value of PTA days was identified for all variables. At 1 year, PTA that extended into week 7 after injury predicted total FIM and FIM sub-scales. One-year employment and global outcomes were predicted by PTA extending into week 4 after injury. Independent living was predicted by PTA extending into the 8th week after injury.
  
  
  CONCLUSIONS
  After moderate-to-severe TBI, determining the presence of PTA at weekly intervals can efficiently determine injury severity while providing meaningful precision when used in research and clinical outcome prediction.
authors.affiliation: Mayo Clinic, Rochester, MN, USA. brown.allen@mayo.edu
authors.forename: Allen W
authors.initials: AW
authors.lastname: Brown
authors.forename: James F
authors.initials: JF
authors.lastname: Malec
authors.forename: Jay
authors.initials: J
authors.lastname: Mandrekar
authors.forename: Nancy N
authors.initials: NN
authors.lastname: Diehl
authors.forename: Sureyya S
authors.initials: SS
authors.lastname: Dikmen
authors.forename: Mark
authors.initials: M
authors.lastname: Sherer
authors.forename: Tessa
authors.initials: T
authors.lastname: Hart
authors.forename: Thomas A
authors.initials: TA
authors.lastname: Novack
mesh_terms: D000328:Adult; D000647:Amnesia / Q000503:physiopathology / Q000534:rehabilitation*; D001930:Brain Injuries / Q000150:complications / Q000503:physiopathology / Q000534:rehabilitation*; D005260:Female; D006801:Humans; D057187:Independent Living / Q000523:psychology; D008297:Male; D009483:Neuropsychological Tests; D011237:Predictive Value of Tests; D011446:Prospective Studies; D013997:Time Factors; D015599:Trauma Severity Indices; D016896:Treatment Outcome