diff --git a/.Rhistory b/.Rhistory index 6457037..e01b757 100644 --- a/.Rhistory +++ b/.Rhistory @@ -1,7 +1,3 @@ -concussion.models <- concussion.crossval %>% -mutate(train = map(train, as_tibble)) %>% -mutate(rcomplex.model = map(train, ~ glm(prior.concussion ~ raw.complexity_mean, -family = binomial(), data = .)), dtcomplex.model = map(train, ~ glm(prior.concussion ~ detrended.complexity_mean, family = binomial(), @@ -510,3 +506,7 @@ select(id, actual, rcomplex.pred:complete.pred) %>% unnest() %>% mutate_at(vars(ends_with("pred")), funs(round_pred)) %>% mutate_at(vars(ends_with("pred")), funs(as.factor)) +source("./R Script files/Helper functions.R") +source("./R Script files/Deidentification.R") +source("./R Script files/Trial Validation.R") +source("./R Script files/Deidentification.R") diff --git a/Data Files/AvP.csv b/Data Files/AvP.csv index fe33183..a795887 100644 --- a/Data Files/AvP.csv +++ b/Data Files/AvP.csv @@ -869,6 +869,136 @@ 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+12,"Second",4.39318852760767,0.0171993111003273,0.00731049119273592,7 +12,"Second",2.65940725945619,0.0265487737170011,0.0106629961903973,8 +12,"Second",8.91302025015108,0.13229928807235,0.0909380790387049,9 354,"Second",3.37654941248722,0.0263585284494317,0.00897165802373335,1 354,"Second",5.26564041599007,0.0919271552811589,0.0439682900492349,10 354,"Second",4.68238403079469,0.128347753812718,0.0279213618231694,2 @@ -1169,6 +1529,16 @@ 354,"Second",3.8529790069248,0.0460819131548767,0.0134252444420458,7 354,"Second",2.13012776839621,0.0121690812882692,0.00373457174612834,8 354,"Second",2.48808932109313,0.0732741173076221,0.0106213003031061,9 +130,"First",7.67800301423422,0.122219085996223,0.0211280698749556,1 +130,"First",8.56196395399626,0.295069973978135,0.0578019497141594,10 +130,"First",6.57284853119059,0.094848817777593,0.0279233162437537,2 +130,"First",5.74476553525962,0.194473070898248,0.0373640689350117,3 +130,"First",13.5013541539071,0.477701574808885,0.145310353708385,4 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Files/Concussion Symptoms.csv b/Data Files/Concussion Symptoms.csv index e2d6d79..4e53538 100644 --- a/Data Files/Concussion Symptoms.csv +++ b/Data Files/Concussion Symptoms.csv @@ -1,128 +1,161 @@ -"id","block","LOC","LOC.number","LOC.duration","LOC.number2","LOC.duration2","seizure","seizure.number","seizure.age","seizure.recent","amnesia","retrograde.duration1","retrograde.age1","retrograde.duration2","retrograde.age2","anterograde.duration1","anterograde.age1","anterograde.duration2","anterograde.age2","sxduration.12mo","sx.exertion","sx.current","Notes" -438,"Second","Y",1,0.5,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,"No",NA -821,"First","N",0,NA,NA,NA,"N",0,NA,NA,"Y",2,30,NA,NA,0,0,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,"No",NA -239,"Second","N",0,NA,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,NA,1,1,NA,NA,NA,NA,NA,0,"No",NA -175,"First","N",0,NA,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -962,"Second","N",0,NA,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,NA,1,1,NA,NA,NA,NA,NA,0,"No",NA -831,"First","Y",1,0.25,NA,NA,"N",0,NA,NA,"Y",0,NA,NA,NA,0.25,10,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -161,"Second","Y",1,1,NA,NA,"N",0,NA,NA,"Y",0,NA,NA,NA,10,18,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -633,"First","Y",1,10,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,1,0,"Yes",NA -164,"Second","Y",1,0.17,NA,NA,"N",0,NA,NA,"Y",0.17,17,NA,NA,0,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -996,"First","Y",2,1,NA,0.5,"N",0,NA,NA,"N",0,NA,NA,NA,0,NA,NA,NA,1,3,1,NA,NA,NA,NA,NA,2,"No",NA -744,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -641,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -581,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -760,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -354,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -173,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,1,19,NA,NA,NA,1,NA,NA,NA,NA,NA,1,2,"Yes","Persistent sleep disturbance" -214,"First","Y",1,0.0166666666666667,NA,NA,"N",0,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -298,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,120,9,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"Yes","Recurrent weekly HA (3x/wk)" -55,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,"Yes","Exercise-induced HA" -494,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,1,"No",NA -989,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -217,"Second","Y",3,0.5,NA,NA,"N",NA,NA,NA,"Y",5760,15,NA,NA,10,15,NA,NA,NA,3,NA,NA,NA,1,NA,NA,1,"No",NA -362,"First","Y",2,0.5,NA,NA,"N",NA,NA,NA,"Y",1,15,NA,NA,1,20,NA,NA,1,1,NA,NA,NA,NA,NA,1,1,"Yes","Cervicogenic HA" -876,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",30,11,NA,NA,720,11,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -912,"First","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -176,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,2,14,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA -53,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -259,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -692,"First","Y",2,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,2,2,NA,1,NA,NA,NA,NA,1,"No",NA -103,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,"No",NA -281,"First","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1,NA,NA,NA,NA,1,"No",NA -90,"Second","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -509,"First","Y",1,0.166666666666667,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,1,"No",NA -535,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -867,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,"No",NA -84,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -765,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -557,"Second","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",3,17,NA,NA,7,17,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,1,"No",NA -606,"First","Y",3,1,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -235,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,"No","Difficulty with event recall not due to concussive event." -992,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",30,16,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA -43,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",0.166666666666667,14,0.05,14,NA,NA,NA,NA,NA,5,1,NA,NA,NA,NA,NA,6,"No",NA -726,"First","Y",1,0.333333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,2,"No",NA -909,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,1,"No",NA -675,"First","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",2,14,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -59,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -889,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -553,"Second","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -586,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -264,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,4,NA,NA,NA,NA,NA,NA,1,"No",NA -862,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -732,"Second","Y",1,1,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -226,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,"No",NA -723,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -108,"First","Y",1,0.333333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -654,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -918,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -716,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -926,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -637,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -511,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -695,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -533,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -177,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -315,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -597,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -104,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -652,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -493,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -437,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -169,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -150,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -453,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -355,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -234,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -188,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -204,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -787,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -956,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -223,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -360,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -623,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -809,"Second","Y",1,0.166666666666667,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,1200,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -988,"First","Y",1,2,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -525,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,2,"No",NA -249,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -143,"Second","Y",1,0.666666666666667,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,"No",NA -23,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -545,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,1,"No",NA -803,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -256,"Second","Y",2,0.25,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,60,18,NA,NA,3,1,1,NA,NA,NA,NA,NA,2,"No",NA -900,"First","Y",2,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,0,"No",NA -921,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,1,"Yes","HA, sleep" -370,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,15,15,NA,NA,4,1,1,NA,NA,NA,NA,NA,2,"No",NA -60,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -70,"First","Y",1,0.05,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -98,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,35,14,NA,NA,1,2,3,1,NA,NA,NA,NA,5,"No",NA -636,"First","Y",1,0.25,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,3,19,5,15,1,2,1,NA,NA,NA,NA,NA,0,"Yes","HA, tired" -194,"Second","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,1,NA,NA,NA,0,"No",NA -418,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,"No",NA -432,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,15,13,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA -467,"First","Y",1,0.0833333333333333,2,0.0333333333333333,"N",NA,NA,NA,"Y",NA,NA,NA,NA,30,16,5,23,2,NA,NA,NA,NA,1,NA,NA,0,"No",NA -420,"Second","Y",1,1440,NA,NA,"N",NA,NA,NA,"Y",7200,5,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA -416,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -833,"Second","Y",1,0.333333333333333,2,0.5,"N",NA,NA,NA,"Y",NA,NA,NA,NA,5,12,3,18,4,1,NA,NA,NA,NA,NA,NA,2,"Yes",NA -601,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -215,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -519,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,6,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -885,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -987,"First","Y",1,0.05,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -680,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -410,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -323,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,1,"No",NA -895,"First","Y",1,30,NA,NA,"Y",1,16,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,1,"No","Participant identified anterograde amnesia on form. However, this duration coincides with the LOC duration." -563,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,2,1,1,NA,NA,NA,NA,NA,2,"No",NA -706,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -731,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,1,"No",NA -677,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -190,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -121,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",1,14,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -457,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -908,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -585,"Second","Y",1,0.166666666666667,1,0.0833333333333333,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,1,"No",NA -890,"First","Y",1,0.25,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -971,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -393,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA -118,"First","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA +"id","block","LOC","LOC.number","LOC.duration","LOC.number2","LOC.duration2","seizure","seizure.number","seizure.age","seizure.recent","amnesia","retrograde.duration1","retrograde.age1","retrograde.duration2","retrograde.age2","anterograde.duration1","anterograde.age1","anterograde.duration2","anterograde.age2","anterograde.duration3","anterograde.age3","anterograde.duration4","anterograde.age4","sxduration.12mo","sx.exertion","sx.current","Notes" +438,"Second","Y",1,0.5,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,"No",NA +821,"First","N",0,NA,NA,NA,"N",0,NA,NA,"Y",2,30,NA,NA,0,0,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,"No",NA +239,"Second","N",0,NA,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,0,"No",NA +175,"First","N",0,NA,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +962,"Second","N",0,NA,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,0,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,0,"No",NA +831,"First","Y",1,0.25,NA,NA,"N",0,NA,NA,"Y",0,NA,NA,NA,0.25,10,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +161,"Second","Y",1,1,NA,NA,"N",0,NA,NA,"Y",0,NA,NA,NA,10,18,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +633,"First","Y",1,10,NA,NA,"N",0,NA,NA,"N",0,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,1,0,"Yes",NA +164,"Second","Y",1,0.17,NA,NA,"N",0,NA,NA,"Y",0.17,17,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +996,"First","Y",2,1,NA,0.5,"N",0,NA,NA,"N",0,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,1,3,1,NA,NA,NA,NA,NA,2,"No",NA +744,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +641,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +581,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +760,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +354,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +173,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,1,19,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,1,2,"Yes","Persistent sleep disturbance" +214,"First","Y",1,0.0166666666666667,NA,NA,"N",0,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +298,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,120,9,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"Yes","Recurrent weekly HA (3x/wk)" +55,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,"Yes","Exercise-induced HA" +494,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,1,"No",NA +989,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +217,"Second","Y",3,0.5,NA,NA,"N",NA,NA,NA,"Y",5760,15,NA,NA,10,15,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,1,NA,NA,1,"No",NA +362,"First","Y",2,0.5,NA,NA,"N",NA,NA,NA,"Y",1,15,NA,NA,1,20,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,1,1,"Yes","Cervicogenic HA" +876,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",30,11,NA,NA,720,11,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA +912,"First","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +176,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,2,14,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA +53,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +259,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +692,"First","Y",2,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,2,NA,1,NA,NA,NA,NA,1,"No",NA +103,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,"No",NA +281,"First","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,1,NA,NA,NA,NA,1,"No",NA +90,"Second","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +509,"First","Y",1,0.166666666666667,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,1,"No",NA +535,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA +867,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,"No",NA +84,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +765,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +557,"Second","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",3,17,NA,NA,7,17,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,1,"No",NA +606,"First","Y",3,1,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +235,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,"No","Difficulty with event recall not due to concussive event." +992,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",30,16,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA +43,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",0.166666666666667,14,0.05,14,NA,NA,NA,NA,NA,NA,NA,NA,NA,5,1,NA,NA,NA,NA,NA,6,"No",NA +726,"First","Y",1,0.333333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,2,"No",NA +909,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,1,"No",NA +675,"First","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",2,14,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +59,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +889,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +553,"Second","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +586,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +264,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,4,NA,NA,NA,NA,NA,NA,1,"No",NA +862,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA +732,"Second","Y",1,1,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA +226,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,"No",NA +723,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA +108,"First","Y",1,0.333333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +654,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +918,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +716,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +926,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +637,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +511,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +695,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +533,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +177,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +315,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +597,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +104,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +652,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +493,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +437,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +169,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +150,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +453,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +355,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +234,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +188,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +204,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +787,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +956,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +223,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +360,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +623,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +809,"Second","Y",1,0.166666666666667,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,1200,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +988,"First","Y",1,2,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +525,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,2,"No",NA +249,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +143,"Second","Y",1,0.666666666666667,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,0,"No",NA +23,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA +545,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,1,"No",NA +803,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +256,"Second","Y",2,0.25,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,60,18,NA,NA,NA,NA,NA,NA,3,1,1,NA,NA,NA,NA,NA,2,"No",NA +900,"First","Y",2,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,0,"No",NA +921,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,1,"Yes","HA, sleep" +370,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,15,15,NA,NA,NA,NA,NA,NA,4,1,1,NA,NA,NA,NA,NA,2,"No",NA +60,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +70,"First","Y",1,0.05,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +98,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,35,14,NA,NA,NA,NA,NA,NA,1,2,3,1,NA,NA,NA,NA,5,"No",NA +636,"First","Y",1,0.25,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,3,19,5,15,NA,NA,NA,NA,1,2,1,NA,NA,NA,NA,NA,0,"Yes","HA, tired" +194,"Second","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,1,NA,NA,NA,0,"No",NA +418,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,1,"No",NA +432,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,15,13,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA +467,"First","Y",1,0.0833333333333333,2,0.0333333333333333,"N",NA,NA,NA,"Y",NA,NA,NA,NA,30,16,5,23,NA,NA,NA,NA,2,NA,NA,NA,NA,1,NA,NA,0,"No",NA +420,"Second","Y",1,1440,NA,NA,"N",NA,NA,NA,"Y",7200,5,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA +416,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +833,"Second","Y",1,0.333333333333333,2,0.5,"N",NA,NA,NA,"Y",NA,NA,NA,NA,5,12,3,18,NA,NA,NA,NA,4,1,NA,NA,NA,NA,NA,NA,2,"Yes",NA +601,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +215,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +519,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,6,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +885,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +987,"First","Y",1,0.05,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +680,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +410,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +323,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,1,"No",NA +895,"First","Y",1,30,NA,NA,"Y",1,16,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,1,"No","Participant identified anterograde amnesia on form. However, this duration coincides with the LOC duration." +563,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,1,1,NA,NA,NA,NA,NA,2,"No",NA +706,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +731,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,1,"No",NA +677,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +190,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +121,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",1,14,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +457,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +908,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +585,"Second","Y",1,0.166666666666667,1,0.0833333333333333,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,1,"No",NA +890,"First","Y",1,0.25,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +971,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +393,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +118,"First","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA +845,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +122,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",1,17,NA,NA,2,17,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,0,"No",NA +195,"First","Y",1,0.166666666666667,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,2,NA,NA,NA,NA,NA,NA,0,"No",NA +614,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +383,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,1,"No",NA +266,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",10,13,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,1,NA,NA,NA,0,"Yes","Peripheral double vision; orthostatic hypotension" +579,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA +816,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,30,17,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,0,"No",NA +265,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +183,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,20,18,NA,NA,NA,NA,NA,NA,2,1,NA,NA,NA,NA,NA,NA,1,"No",NA +764,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,NA,NA,2,"Yes","HA and decreasede concentration" +628,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,0,"No",NA +332,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2,1,NA,NA,NA,NA,NA,0,"No",NA +442,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +28,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +522,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +207,"Second","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,60,16,NA,NA,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +305,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +659,"First","Y",1,60,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,1,NA,NA,0,"No",NA +932,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +15,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,0,"Yes","Recurring migraine that may or may not be from concussion. Dx occurred > year post-injury" +129,"First","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,1,NA,NA,NA,NA,2,"No",NA +802,"Second","Y",1,0.0833333333333333,NA,NA,"N",NA,NA,NA,"Y",30,17,NA,NA,60,5,30,12,120,16,60,18,NA,7,NA,NA,NA,NA,NA,NA,2,"No",NA +742,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +128,"First","Y",1,1,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +947,"Second","Y",1,1,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,5,13,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,0,"No",NA +745,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +565,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +12,"Second","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +19,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,1,"No",NA +130,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +436,"Second","Y",1,0.5,NA,NA,"N",NA,NA,NA,"N",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,0,"No",NA +986,"First","N",NA,NA,NA,NA,"N",NA,NA,NA,"Y",NA,NA,NA,NA,3,10,1,12,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA diff --git a/Data Files/Current Athletic Hx.csv b/Data Files/Current Athletic Hx.csv index 3011a70..1ce8362 100644 --- a/Data Files/Current Athletic Hx.csv +++ b/Data Files/Current Athletic Hx.csv @@ -1,128 +1,161 @@ -"id","block","football.age","football.years","soccer.age","soccer.years","baseball.age","baseball.years","basketball.age","basketball.years","volleyball.age","volleyball.years","rockclimbing.age","rockclimbing.years","marathon.age","marathon.years","softball.age","softball.years","racquetball.age","racquetball.years","cheer.age","cheer.years","track.age","track.years","tennis.age","tennis.years","weightlifting.age","weightlifting.years","running.age","running.years","zumba.age","zumba.years","skiing.age","skiing.years","ufrisbee.age","ufrisbee.years","gymnastics.age","gymnastics.years","boxing.age","boxing.years","flagfb.age","flagfb.years","aikido.age","aikido.years","lacrosse.age","lacrosse.years","mbiking.age","mbiking.years","waterpolo.age","waterpolo.years","xc.age","xc.years","snowboarding.age","snowboarding.years","hockey.age","hockey.years","aerkickbox.age","aerkickbox.years","wakeboard.age","wakeboard.years","alpski.age","alpski.years","roadbiking.age","roadbiking.years","cycling.age","cycling.years","skeet.age","skeet.years","hbriding.age","hbriding.years","rugby.age","rugby.years","badminton.age","badminton.years","handball.age","handball.years","dance.age","dance.years" -438,"Second",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -821,"First",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -239,"Second",NA,NA,NA,NA,NA,NA,NA,NA,20,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -175,"First",NA,NA,NA,NA,NA,NA,7,10,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA 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654,"First",0.386832068045646,0.639520711043139,0.839102403277037,0.952214736467909,1.02133155533115,1.07121107229341,1.1140446262387,1.15667333313859,1.18792758520509,1.21672282235672,1.24420211538016,1.2581032539756,1.260925794405,1.25922917580258,1.25338329453104,1.252656886761,1.24384874360633,1.22948177955779,1.19027586127468,1.14568375159035,1.10744238217026,1.07780808176182,1.06578986750556,1.05640925449096,1.04730611839995,1.04184407364509,1.03219897228928,1.01396470898271,0.992014877897397,0.960155420012671,0.930839453804698,0.899156155603019,0.867386776489096,0.833994496329551,2 @@ -1209,3 +1579,13 @@ 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+986,"First",0.560661036626392,0.99297302206611,1.21275859278527,1.24645008145067,1.20878960152617,1.21688665595849,1.25038340126364,1.30552591769536,1.35713032248189,1.40507976824553,1.43847196301363,1.45787973936173,1.48701457976181,1.50340831734375,1.49523383273511,1.4976539341979,1.50845960438086,1.52474320465141,1.54218663915655,1.55780920675729,1.5695488756439,1.58503406681079,1.57386607475126,1.55676787079705,1.53240357018219,1.50942838488104,1.47633033842156,1.44808923077231,1.4288490901698,1.40186428547156,1.37024700579401,1.3464437237539,1.31873809528656,1.28237179337588,9 diff --git a/Data Files/Diagnosed Concussions.csv b/Data Files/Diagnosed Concussions.csv index b5dd1d8..a68bbbb 100644 --- a/Data Files/Diagnosed Concussions.csv +++ b/Data Files/Diagnosed Concussions.csv @@ -126,3 +126,36 @@ 971,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA 393,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA 118,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +845,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +122,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +195,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +614,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +383,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +266,"First","Y",1,13,13,1,NA,NA,NA,NA,1,1,NA,NA +579,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +816,"First","Y",1,17,17,1,NA,NA,NA,NA,NA,1,NA,NA +265,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +183,"Second","Y",1,18,18,1,NA,NA,NA,NA,NA,NA,NA,NA +764,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +628,"Second","Y",1,17,17,1,NA,NA,NA,NA,NA,1,NA,NA +332,"First","Y",1,16,16,NA,1,NA,NA,NA,NA,NA,NA,NA +442,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +28,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +522,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +207,"Second","Y",1,16,16,1,NA,NA,NA,NA,NA,NA,NA,NA +305,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +659,"First","Y",2,2,8,2,NA,NA,NA,NA,2,2,NA,NA +932,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +15,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +129,"First","Y",2,17,19,2,NA,NA,NA,NA,1,NA,NA,"Most recent ~6mo" +802,"Second","Y",5,5,18,3,2,NA,NA,NA,1,NA,NA,NA +742,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +128,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +947,"Second","Y",1,13,13,1,NA,NA,NA,NA,NA,1,NA,NA +745,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +565,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +12,"Second","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +19,"First","Y",1,22,22,1,NA,NA,NA,NA,NA,NA,NA,NA +130,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +436,"Second","Y",1,12,12,1,NA,NA,NA,NA,1,1,NA,NA +986,"First","N",0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA diff --git a/Data Files/Family Medical Hx.csv b/Data Files/Family Medical Hx.csv index 83bc3ad..4b43218 100644 --- a/Data Files/Family Medical Hx.csv +++ b/Data Files/Family Medical Hx.csv @@ -63,3 +63,14 @@ 890,"First","Great Grandmother","Alzheimers",92 890,"First","Great Grandfather","Alzheimers",85 393,"Second","Great Grandma","Other dementia",NA +579,"Second","Grandfather","Alzheimers",80 +816,"First","Grandmother","Parkinsons",60 +442,"Second","Brother","Epilepsy",11 +28,"First","Grandpa","Alzheimers",75 +522,"Second","Grandfather","Dementia",67 +932,"Second","Grandmother","Alzheimers",82 +802,"Second","Grandpa","Parkinsons",70 +947,"Second","Great Grandmother","Alzheimers",75 +12,"Second","Father","Migraine",NA +19,"First","grandfather","Alzheimers",83 +130,"First","Brother","Migraine",15 diff --git a/Data Files/MMSE.csv b/Data Files/MMSE.csv index b8dc5df..d5f1cd9 100644 --- a/Data Files/MMSE.csv +++ b/Data Files/MMSE.csv @@ -869,6 +869,136 @@ 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+986,"First",0.228884901894908,0.398951642697817,0.500485244800864,0.566925444579306,0.611420997738222,0.641262617544747,0.677774232230129,0.723139525582701,0.768477380764022,0.813740031278914,0.859753379874272,0.898263852708209,0.934741852651848,0.964948213398166,0.992401873868594,1.02149736688637,1.0516809382554,1.08612503895264,1.12068484629018,1.155110276084,1.18883406737903,1.21955055100463,1.25236250835347,1.2880780674803,1.32260343212836,1.36187455695785,1.39770453459476,1.43361218114636,1.47024464621674,1.50190177863229,1.52406888123385,1.53557104938342,1.53968580925312,1.5343655612098,2 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+986,"First",0.397619624587855,0.672182508030005,0.858671971384705,0.920976140448909,0.928649002232404,0.959841953209858,1.0300938821378,1.12099319134266,1.20885131598449,1.30793794003382,1.39395363078429,1.46322178807186,1.52155176704448,1.57792624160216,1.61949636513778,1.65790843459985,1.70280475680258,1.74274887774364,1.78095475542427,1.80766772515893,1.82808339850745,1.83778925684974,1.8675394856229,1.87975147880424,1.88430485009365,1.88601956829859,1.85956312281587,1.83735964604041,1.82816338058887,1.84413076202652,1.87083101355909,1.89686519699542,1.91904793921965,1.92868827365941,9 diff --git a/Data Files/Order.csv b/Data Files/Order.csv index ca53f2f..b236ac3 100644 --- a/Data Files/Order.csv +++ b/Data Files/Order.csv @@ -125,3 +125,36 @@ 971,"Second",124 393,"Second",125 118,"First",126 +845,"First",127 +122,"Second",128 +195,"First",129 +614,"Second",130 +383,"Second",131 +266,"First",132 +579,"Second",133 +816,"First",134 +265,"First",135 +183,"Second",136 +764,"First",137 +628,"Second",138 +332,"First",139 +442,"Second",140 +28,"First",141 +522,"Second",142 +207,"Second",143 +305,"First",144 +659,"First",145 +932,"Second",146 +15,"Second",147 +129,"First",148 +802,"Second",149 +742,"First",150 +128,"First",151 +947,"Second",152 +745,"Second",153 +565,"First",154 +12,"Second",155 +19,"First",156 +130,"First",157 +436,"Second",158 +986,"First",159 diff --git a/Data Files/Participant Info.csv b/Data Files/Participant Info.csv index 8b2b520..43a3c9f 100644 --- a/Data Files/Participant Info.csv +++ b/Data Files/Participant Info.csv @@ -126,3 +126,36 @@ 971,"Second","Female","Female","Right",67,125,"No",NA,NA,"Caucasian or White",0,0,"Y",4,"Yes",NA,21.0082191780822 393,"Second","Female","Female","Right",67,140,"No",NA,NA,"Caucasian or White",2,0,"Y",4,"Yes",NA,0.367123287671233 118,"First","Male","Male","Right",70,165,"No",NA,NA,"Caucasian or White",0,0,"Y",4,"No",NA,24.5232876712329 +845,"First","Female","Female","Right",68,140,"No",NA,NA,"Caucasian or White",1,0,"Y",2,"No",NA,19.6794520547945 +122,"Second","Male","Male","Right",75,200,"No",NA,NA,"Caucasian or White",0,0,"Y",3,"Yes","Struggled with taks performance",18.7616438356164 +195,"First","Male","Male","Right",71,160,"No",NA,NA,"Caucasian or White",0,0,"Y",5,"Yes",NA,21.5890410958904 +614,"Second","Female","Female","Right",63,110,"No",NA,NA,"Caucasian or White",2,0,"Y",4,"No",NA,21.6794520547945 +383,"Second","Female","Female","Right",67,150,"No",NA,NA,"Caucasian or White",0,0,"Y",4,"No",NA,18.8876712328767 +266,"First","Male","Male","Right",74,185,"No",NA,NA,"Caucasian or White",2,0,"Y",4,"No",NA,18.813698630137 +579,"Second","Female","Female","Right",70,210,"No",NA,NA,"Caucasian or White",3,0,"Y",2,"No",NA,18.3479452054795 +816,"First","Female","Female","Right",62,135,"No",NA,NA,"Caucasian or White",0,0,"Y",2,"Yes",NA,18.8767123287671 +265,"First","Male","Male","Right",69,180,"No","x","Spain","Caucasian or White",0,0,"Y",2,"Yes",NA,18.1835616438356 +183,"Second","Male","Male","Right",68,130,"No",NA,NA,"Caucasian or White",0,0,"Y",3,"Yes",NA,21.0246575342466 +764,"First","Female","Female","Right",63,167,"No",NA,NA,"Black or African American",0,0,"Y",2,"Yes",NA,19.2027397260274 +628,"Second","Female","Female","Right",66,130,"No",NA,NA,"Caucasian or White",0,0,"Y",2,"No",NA,19.427397260274 +332,"First","Female","Female","Right",64,120,"No","x","Peru","Caucasian or White",0,0,"Y",2,"No",NA,18.613698630137 +442,"Second","Male","Male","Right",65,135,"No",NA,NA,"Caucasian or White",0,0,"Y",3,"Yes",NA,24.3150684931507 +28,"First","Female","Female","Right",63.5,137,"No",NA,NA,"Caucasian or White",0,0,"Y",3,"No",NA,20.1890410958904 +522,"Second","Female","Female","Right",63,123,"No",NA,NA,"Caucasian or White",0,0,"Y",3,"No",NA,19.0794520547945 +207,"Second","Male","Male","Amb",72,200,"No",NA,NA,"Caucasian or White",2,0,"Y",2,"Yes",NA,19.4465753424658 +305,"First","Male","Male","Right",74,215,"No","x","Mexican","Caucasian or 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diff --git a/Data Files/Rec Athletic Hx.csv b/Data Files/Rec Athletic Hx.csv index 137ca6c..4c4be82 100644 --- a/Data Files/Rec Athletic Hx.csv +++ b/Data Files/Rec Athletic Hx.csv @@ -1,128 +1,161 @@ -"id","block","football.age","football.years","soccer.age","soccer.years","baseball.age","baseball.years","basketball.age","basketball.years","volleyball.age","volleyball.years","softball.age","softball.years","snowboarding.age","snowboarding.years","rugby.age","rugby.years","rockclimbing.age","rockclimbing.years","cheer.age","cheer.years","dance.age","dance.years","running.age","running.years","floorball.age","floorball.years","skiing.age","skiing.years","flagfb.age","flagfb.years","futsal.age","futsal.years","gymnastics.age","gymnastics.years","swimming.age","swimming.years","kickboxing.age","kickboxing.years","ufrisbee.age","ufrisbee.years","tball.age","tball.years","mbiking.age","mbiking.years","hbriding.age","hbriding.years","waterpolo.age","waterpolo.years","racquetball.age","racquetball.years","weightlifting.age","weightlifting.years","pickleball.age","pickleball.years","wakeboard.age","wakeboard.years","X58","roadbiking.age","roadbiking.years","alpski.age","alpski.years","futsol.age","futsol.years","hiking.age","hiking.years","skeet.age","skeet.years","boxing.age","boxing.years","powderpuff.age","powderpuff.years","tennis.age","tennis.years","kungfu.age","kungfu.years","badminton.age","badminton.years" 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+986,"First",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA diff --git a/Data Files/Subjects.csv b/Data Files/Subjects.csv index 3568380..2ab55e2 100644 --- a/Data Files/Subjects.csv +++ b/Data Files/Subjects.csv @@ -869,6 +869,136 @@ 457,"First" 457,"First" 457,"First" +585,"Second" +585,"Second" +585,"Second" +585,"Second" +585,"Second" +585,"Second" +585,"Second" +585,"Second" +585,"Second" +585,"Second" +890,"First" +890,"First" +890,"First" +890,"First" +890,"First" +890,"First" +890,"First" +890,"First" +890,"First" +890,"First" +393,"Second" +393,"Second" +393,"Second" +393,"Second" +393,"Second" +393,"Second" +393,"Second" +393,"Second" +393,"Second" +393,"Second" +118,"First" +118,"First" +118,"First" +118,"First" +118,"First" +118,"First" +118,"First" 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+932,"Second" +932,"Second" +932,"Second" +932,"Second" +932,"Second" +932,"Second" +932,"Second" +932,"Second" +932,"Second" +742,"First" +742,"First" +742,"First" +742,"First" +742,"First" +742,"First" +742,"First" +742,"First" +742,"First" +742,"First" +745,"Second" +745,"Second" +745,"Second" +745,"Second" +745,"Second" +745,"Second" +745,"Second" +745,"Second" +745,"Second" +745,"Second" +565,"First" +565,"First" +565,"First" +565,"First" +565,"First" +565,"First" +565,"First" +565,"First" +565,"First" +565,"First" +12,"Second" +12,"Second" +12,"Second" +12,"Second" +12,"Second" +12,"Second" +12,"Second" +12,"Second" +12,"Second" +12,"Second" 354,"Second" 354,"Second" 354,"Second" @@ -1169,6 +1529,16 @@ 354,"Second" 354,"Second" 354,"Second" +130,"First" +130,"First" +130,"First" +130,"First" +130,"First" +130,"First" +130,"First" +130,"First" +130,"First" +130,"First" 654,"First" 654,"First" 654,"First" @@ -1209,3 +1579,13 @@ 926,"Second" 926,"Second" 926,"Second" +986,"First" +986,"First" +986,"First" +986,"First" +986,"First" +986,"First" +986,"First" +986,"First" +986,"First" +986,"First" diff --git a/Data Files/Suspected Concussions.csv b/Data Files/Suspected Concussions.csv index ef7ce05..7031da5 100644 --- a/Data Files/Suspected Concussions.csv +++ b/Data Files/Suspected Concussions.csv @@ -126,3 +126,36 @@ 971,"Second","N",0,NA,NA,NA,NA 393,"Second","Y",3,9,15,1,NA 118,"First","Y",1,16,16,0,NA +845,"First","N",0,NA,NA,NA,NA +122,"Second","Y",1,17,17,1,NA +195,"First","Y",3,12,20,0,NA +614,"Second","N",0,NA,NA,NA,NA +383,"Second","Y",3,10,15,2,NA +266,"First","Y",2,14,18,1,"Most recent ~6-8 months" +579,"Second","Y",1,15,15,0,NA +816,"First","Y",1,16,16,1,NA +265,"First","N",0,NA,NA,NA,NA +183,"Second","Y",2,16,18,0,NA +764,"First","Y",2,18,19,1,"Both are ~2-3mo" +628,"Second","Y",2,16,18,2,NA +332,"First","Y",2,14,17,2,NA +442,"Second","N",0,NA,NA,NA,NA +28,"First","N",0,NA,NA,NA,NA +522,"Second","N",0,NA,NA,NA,NA +207,"Second","Y",1,10,10,1,NA +305,"First","N",0,NA,NA,NA,NA +659,"First","N",0,NA,NA,NA,NA +932,"Second","N",0,NA,NA,NA,NA +15,"Second","Y",1,15,15,1,NA +129,"First","Y",1,17,17,0,NA +802,"Second","Y",2,13,18,2,NA +742,"First","N",0,NA,NA,NA,NA +128,"First","Y",1,7,7,1,NA +947,"Second","N",0,NA,NA,NA,NA +745,"Second","N",0,NA,NA,NA,NA +565,"First","N",0,NA,NA,NA,NA +12,"Second","N",0,NA,NA,NA,NA +19,"First","N",0,NA,NA,NA,NA +130,"First","N",0,NA,NA,NA,NA +436,"Second","N",0,NA,NA,NA,NA +986,"First","Y",2,10,12,1,NA diff --git a/Data Files/Trial Summary.csv b/Data Files/Trial Summary.csv index b38736f..a0e158f 100644 --- a/Data Files/Trial Summary.csv +++ b/Data Files/Trial Summary.csv @@ -1,4 +1,34 @@ "id","trial","center.N","rmse.N","rmse.V","valid.newtons","valid.volts" +12,1,5.37223902276889,0.75323139906976,0.0287503873838605,0.826,0.826 +12,2,5.37223902276889,0.473174581057267,0.0180607878566841,0.8616,0.8616 +12,3,5.37223902276889,0.586348823590452,0.0223805803118612,0.7656,0.7656 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