Lähdekoodi sivulle Markunkoesivu


{{muuttuja|edistyminen=Raakile|edistymistaulu=Kyllä}}


=== Funktioiden alustus ===

<rcode name="alusta" label="Alusta funktiot" embed=1>

library(OpasnetUtils)

#S1.4. The R-functions
###############################################################################
##
## R code for the core methods introduced in
## Markku Nurhonen and Kari Auranen:
## "Optimal serotype compositions for pneumococcal conjugate
## vaccination under serotype replacement",
## PLoS Computational Biology, 2014.
##
###############################################################################
## List of arguments common to most functions:
##
## IPD = matrix of IPD incidences by age class (columns) and serotype (rows)
## Car = corresponding matrix of carriage incidences
## VT_rows = vector of the row numbers in matrices IPD and Car
## corresponding to vaccine types (VT_rows=0 for no vaccination)
## p = proportion of lost VT carriage which is replaced by NVT carriage
## q = proportion of VT carriage lost either due to elimination or replacement
##
## This code includes 4 functions:
## Vaccination, NextVT, OptimalSequence and OptimalVacc.
##

Vaccination<-function(IPD,Car,VT_rows,p,q) {
	##
	## Result:
	## A list of 2 matrices: IPD and carriage incidences
	## after vaccination (corresponding to matrices IPD and Car).
	## [Markku Nurhonen 2013]
	##
	if (VT_rows[1]>0) {
		IPD<-as.matrix(IPD); Car<-as.matrix(Car)
		# Post vaccination carriage incidences
		Car_Total<-t(matrix(apply(Car,2,sum),dim(Car)[2],dim(Car)[1]))
		Car2<-Car; Car2[VT_rows,]<-0
		Car_NVT<-t(matrix(apply(Car2,2,sum),dim(Car2)[2],dim(Car2)[1]))
		Car_VT<-Car_Total-Car_NVT
		CarNew<-q*(1+p*Car_VT/Car_NVT)*Car2+(1-q)*Car
		# Post vaccination IPD incidences
		NVT_rows<-seq(dim(IPD)[1])[-1*VT_rows]
		# CCR=Case-to-carrier ratios
		CCR<-IPD/Car ; IPDNew<-0*IPD
		# Apply the equation appearing above
		# equation (1) in text for each serotype.
		# First term applies to NVTs.
		IPDNew[VT_rows,]<-(1-q)*IPD[VT_rows,]
		# Second term applies to NVTs.
		IPDNew[NVT_rows,]<-((Car_NVT+p*q*Car_VT)*(Car/Car_NVT)*CCR)[NVT_rows,]
		}
	else {
		IPDNew<-IPD; CarNew<-Car
	}
	list(IPDNew,CarNew) 
}

NextVT<-function(IPD,Car,VT_rows,p) {
	##
	## Result:
	## A vector of decreases in IPD due to adding a serotype
	## to the vaccine. If VT_rows=0, initially no vaccination.
	## For row indexes incuded in VT_rows, the result is 0.
	## [Markku Nurhonen 2013]
	##
	IPD<-as.matrix(IPD); Car<-as.matrix(Car)
	
	## VaccMat = IPD and Car matrices after vaccination
	VaccMat<-Vaccination(IPD,Car,VT_rows,p,1)
	IPD<-VaccMat[[1]]; Car<-VaccMat[[2]]
	
	## Total_IPD,Total_Car = Matrices corresponding to
	## overall IPD and carriage in each age class.
	Total_IPD<-t(matrix(apply(IPD,2,sum),dim(IPD)[2],dim(IPD)[1]))
	Total_Car<-t(matrix(apply(Car,2,sum),dim(Car)[2],dim(Car)[1]))
	
	## Effect = decrease in IPD when one serotype is added to the vaccine.
	## See equation (3) in text.
	Effect<-(Total_IPD-IPD)*((IPD/(Total_IPD-IPD))-(p*Car/(Total_Car-Car)))
	
	## Special case when only one NVT remains.
	IPD_nonzero<-which(apply(IPD,1,sum)!=0)
	if (length(IPD_nonzero)==1) {Effect[IPD_nonzero,]<-IPD[IPD_nonzero,]}

	## Result is obtained after summation over age classes.
	apply(Effect,1,sum) 
}

OptimalSequence<-function(IPD,Car,VT_rows,Excluded_rows,p,HowmanyAdded) {
	##
	## Starting from VTs indicated by the vector VT_rows
	## (VT_rows=0, for no vaccination) sequentially add new VTs
	## to the vaccine composition s.t. at each step the optimal
	## serotype (corresponding to largest decrease in IPD) is added.
	##
	## Excluded_rows = Vector of indexes of the rows in matrices
	## IPD and Car corresponding to serotypes that are not to
	## be included in a vaccine composition, e.g. a row
	## corresponding to a group of serotypes labelled "Other".
	## Enter Excluded_rows=0 for no excluded serotypes.
	## HowmanyAdded = number of VTs to be added.
	##
	## Result:
	## Matrix of dimension 2*HowmanyAdded with 1st row indicating
	## the row numbers of added serotypes in the order they appear
	## in the sequence. The 2nd row lists the decreases in IPD
	## due to addition of each type. [Markku Nurhonen 2013]
	##
	IPD<-as.matrix(IPD); Car<-as.matrix(Car)
	## First check the maximum possible number of added VTs.
	VT_howmany<-length(VT_rows)
	if (VT_rows[1]==0) {VT_howmany<-0}
	Excluded_howmany<-length(Excluded_rows)
	if (Excluded_rows[1]==0) {Excluded_howmany<-0}
	HowmanyAdded<-min(HowmanyAdded,dim(IPD)[1]-(VT_howmany+Excluded_howmany))
	BestVTs<-BestEffects<-rep(0,HowmanyAdded)
	## Sequential procedure: at each step find the best additional VT.
	for (i in 1:HowmanyAdded) {
		## Effects = Decrease in IPD after addition of each serotype
		Effects<-NextVT(IPD,Car,VT_rows,p)
		## Set Effects for VTs and excluded types equal to small values
		## so that none of these will be selected as the next VT.
		minvalue<- -2*max(abs(Effects))
		if (Excluded_howmany>0) {Effects[Excluded_rows]<-minvalue}
		if (VT_rows[1]>0) {Effects[VT_rows]<-minvalue}
		## BestVTs[i] = Index of serotype with maximum decrease in IPD.
		BestVTs[i]<-order(-1*Effects)[1]
		## BestEffects[i] = Decrese in IPD due to addition of BestVTs[i]
		## to the vaccine.
		BestEffects[i]<-Effects[BestVTs[i]]
		VT_rows<-c(VT_rows,BestVTs[i])
		if (VT_rows[1]==0) {VT_rows<-VT_rows[-1]}
		VaccMat<-Vaccination(IPD,Car,VT_rows,p,1)
		IPD<-VaccMat[[1]]; Car<-VaccMat[[2]] 
	}
	t(matrix(c(BestVTs,BestEffects),HowmanyAdded,2)) 
}

OptimalVacc<-function(IPD,Car,VT_rows,p,q,HowmanyAdded) {
	##
	## Result:
	## A list of 3 elements: (1) Row numbers of serotypes in the optimal
	## vaccine composition (2)-(3) IPD and carriage incidences
	## by serotype and age class corresponding to the optimal
	## vaccine formed using the sequential procedure in the
	## function OptimalSequence. [Markku Nurhonen 2013]
	##
	Additional_VTs<-OptimalSequence(IPD,Car,VT_rows,p,HowmanyAdded)[1,]
	All_VTs<-c(VT_rows,Additional_VTs)
	if (All_VTs[1]==0) All_VTs<-All_VTs[-1]
	VaccMat<-Vaccination(IPD,Car,All_VTs,p,q)
	list(All_VTs,VaccMat[[1]],VaccMat[[2]]) 
}

VacCar <- Ovariable("VacCar",
	dependencies = data.frame(Name = c(
		"IPD", # incidence of pneumococcus disease
		"Car", # number of carriers of pneumococcus
		"servac", # ovariable of serotypes in vaccine (1 for serotypes in a vaccine, otherwise result is 0)
		"p", # proportion of eliminated VT carriage that is replaced by NVT carriage
		"q" # proportion of of VT carriage eliminated by vaccine
	)), 
	formula = function(...) {
		## Result:
		## An ovariable of carriage incidences
		## after vaccination (corresponding to Car).
		## [Markku Nurhonen 2013, Jouni Tuomisto 2014]
		# Post vaccination carriage incidences
		
		# Sum over serotypes and drop extra columns
		Car_Total<- unkeep(oapply(Car, cols = "Serotype", FUN = sum) * 1, prevresults = TRUE)
		# Car2 is a temporary ovariable with NVT carriers only
		Car2 <- unkeep(Car * (1 - servac), prevresults = TRUE) # Take only NVT carriers
			
		Car_NVT <- oapply(Car2, cols = "Serotype", FUN = sum) # Carriers of serotypes not in vaccine (NVT)
		Car_VT <- Car_Total - Car_NVT # Carriers of vaccine serotypes

		CarNew <- q * (1 + p * Car_VT / Car_NVT) * Car2 + (1 - q) * Car

		return(CarNew)
	}
)
		
VacIPD <- Ovariable("VacIPD",
	dependencies = data.frame(Name = c(
		"IPD", # incidence of pneumococcus disease
		"Car", # number of carriers of pneumococcus
		"servac", # ovariable of serotypes in vaccine (1 for serotypes in a vaccine, otherwise result is 0)
		"p", # proportion of eliminated VT carriage that is replaced by NVT carriage
		"q" # proportion of of VT carriage eliminated by vaccine
	)), 
	formula = function(...) {
		## Result:
		## An ovariable of IPD incidence
		## after vaccination (corresponding to ovariable IPD).
		## [Markku Nurhonen 2013, Jouni Tuomisto 2014]
		
		# Post vaccination carriage incidences (same code as in VacCar)
			
		Car_Total <- unkeep(oapply(Car, cols = "Serotype", FUN = sum) * 1, prevresults = TRUE) # Sums over serotypes
		Car2 <- unkeep(Car * (1 - servac), prevresults = TRUE)
			
		Car_NVT <- oapply(Car2, cols = "Serotype", FUN = sum) # Carriers of serotypes not in vaccine (NVT)
		Car_VT <- Car_Total - Car_NVT # Carriers of vaccine serotypes
		CarNew <- q * (1 + p * Car_VT / Car_NVT) * Car2 + (1 - q) * Car
			
		# Post vaccination IPD incidences
		# CCR=Case-to-carrier ratios
		CCR <- IPD / Car

		# Apply the equation appearing above
		# equation (1) in text for each serotype.
		# First term applies to VTs.
		IPDNewVT <- (1 - q) * IPD * servac

		# Second term applies to NVTs.
		IPDNewNVT <- (Car_NVT + p * q * Car_VT) * (Car / Car_NVT) * CCR * (1 - servac)

		IPDNew <- IPDNewVT + IPDNewNVT

		return(IPDNew) 
	}
)

objects.store(Vaccination, NextVT, OptimalSequence, OptimalVacc, VacCar, VacIPD)

cat("Funktiot Vaccination, NextVT, OptimalSequence, OptimalVacc sekä ovariablet VacCar, VacIPD tallennettu. \n")

</rcode>

=== Data ===

Pneumokokin esiintyvyys suomalaisessa väestössä. Carrier: (oireettomien) kantajien lukumäärä, Incidence: invasiivisen pneumokokkitaudin ilmaantuvuus 100000 henkilövuotta kohti.

{{piilotettu|
<t2b name='Pneumokokki vaestossa' index='Serotype,Age,Observation' locations='Carrier,Incidence' unit='10*proportion, #/y'>
19F|0|178|1.315
23F|0|178|1.922
6B|0|144|5.059
14|0|47|3.946
9V|0|26|0.911
4|0|15|0.607
18C|0|12|1.518
1|0|1|0.101
7|0|16|1.619
6A|0|63|0.506
19A|0|28|2.934
3|0|14|0.304
8|0|2|0
9N|0|24|0.304
10|0|5|0
11|0|83|0.304
12|0|1|0.101
15|0|38|0.708
16|0|4|0.101
20|0|2|0
22|0|14|0.304
23A|0|4|0.101
33|0|1|0.202
35|0|35|0.202
38|0|5|0.304
6C|0|32|0
Oth|0|28|0.405
19F|1|178|3.958
23F|1|178|2.292
6B|1|144|11.354
14|1|47|9.374
9V|1|26|0.833
4|1|15|1.354
18C|1|12|2.187
1|1|1|0
7|1|16|0.833
6A|1|63|1.458
19A|1|28|4.687
3|1|14|0.729
8|1|2|0
9N|1|24|0.208
10|1|5|0.208
11|1|83|0
12|1|1|0.104
15|1|38|0.729
16|1|4|0.104
20|1|2|0
22|1|14|0.417
23A|1|4|0
33|1|1|0
35|1|35|0.104
38|1|5|0
6C|1|32|0
Oth|1|28|0.208
19F|2|178|1.371
23F|2|178|2.004
6B|2|144|5.064
14|2|47|4.325
9V|2|26|0.633
4|2|15|0.633
18C|2|12|1.477
1|2|1|0
7|2|16|0.211
6A|2|63|0.844
19A|2|28|1.477
3|2|14|0.105
8|2|2|0
9N|2|24|0.211
10|2|5|0.211
11|2|83|0
12|2|1|0
15|2|38|0.211
16|2|4|0
20|2|2|0
22|2|14|0
23A|2|4|0
33|2|1|0.105
35|2|35|0
38|2|5|0.105
6C|2|32|0
Oth|2|28|0
19F|3|178|0.753
23F|3|178|0.969
6B|3|144|2.045
14|3|47|2.691
9V|3|26|0.538
4|3|15|0.215
18C|3|12|0.969
1|3|1|0.108
7|3|16|0.108
6A|3|63|0.969
19A|3|28|0.538
3|3|14|0.108
8|3|2|0.108
9N|3|24|0
10|3|5|0
11|3|83|0.108
12|3|1|0
15|3|38|0.215
16|3|4|0
20|3|2|0
22|3|14|0.108
23A|3|4|0
33|3|1|0.108
35|3|35|0
38|3|5|0
6C|3|32|0
Oth|3|28|0
19F|4|178|0.426
23F|4|178|0.746
6B|4|144|0.959
14|4|47|0.533
9V|4|26|0
4|4|15|0.107
18C|4|12|0.533
1|4|1|0.107
7|4|16|0.213
6A|4|63|0.213
19A|4|28|0.213
3|4|14|0
8|4|2|0
9N|4|24|0.107
10|4|5|0
11|4|83|0
12|4|1|0
15|4|38|0.107
16|4|4|0
20|4|2|0
22|4|14|0.107
23A|4|4|0
33|4|1|0
35|4|35|0
38|4|5|0
6C|4|32|0
Oth|4|28|0.107
19F|5|66|0.417
23F|5|125|0.209
6B|5|102|0.104
14|5|83|0.626
9V|5|46|0.417
4|5|25|0.417
18C|5|79|0.626
1|5|1|0.104
7|5|1|0.835
6A|5|63|0
19A|5|22|0.104
3|5|12|0
8|5|4|0
9N|5|4|0.104
10|5|8|0
11|5|39|0
12|5|1|0
15|5|1|0
16|5|76|0.104
20|5|10|0
22|5|29|0
23A|5|9|0
33|5|1|0
35|5|29|0
38|5|1|0
6C|5|32|0
Oth|5|131|0
19F|6|66|0.204
23F|6|125|0.713
6B|6|102|0.102
14|6|83|0.51
9V|6|46|0
4|6|25|0.204
18C|6|79|0.917
1|6|1|0
7|6|1|0.204
6A|6|63|0.077
19A|6|22|0.102
3|6|12|0
8|6|4|0
9N|6|4|0
10|6|8|0
11|6|39|0
12|6|1|0
15|6|1|0.102
16|6|76|0
20|6|10|0
22|6|29|0.102
23A|6|9|0
33|6|1|0
35|6|29|0
38|6|1|0
6C|6|32|0.024
Oth|6|131|0
19F|7|66|0.202
23F|7|125|0
6B|7|102|0
14|7|83|0.505
9V|7|46|0
4|7|25|0.101
18C|7|79|0.707
1|7|1|0
7|7|1|0.101
6A|7|63|0
19A|7|22|0
3|7|12|0.101
8|7|4|0
9N|7|4|0
10|7|8|0
11|7|39|0
12|7|1|0
15|7|1|0
16|7|76|0
20|7|10|0
22|7|29|0
23A|7|9|0
33|7|1|0
35|7|29|0
38|7|1|0
6C|7|32|0
Oth|7|131|0
19F|8|66|0.097
23F|8|125|0.097
6B|8|102|0
14|8|83|0.097
9V|8|46|0
4|8|25|0
18C|8|79|0
1|8|1|0.097
7|8|1|0.194
6A|8|63|0.074
19A|8|22|0
3|8|12|0
8|8|4|0
9N|8|4|0
10|8|8|0
11|8|39|0
12|8|1|0
15|8|1|0
16|8|76|0
20|8|10|0
22|8|29|0
23A|8|9|0
33|8|1|0.097
35|8|29|0
38|8|1|0
6C|8|32|0.023
Oth|8|131|0
19F|9|66|0
23F|9|125|0.191
6B|9|102|0
14|9|83|0.382
9V|9|46|0.096
4|9|25|0.096
18C|9|79|0.191
1|9|1|0
7|9|1|0.382
6A|9|63|0
19A|9|22|0.096
3|9|12|0.096
8|9|4|0
9N|9|4|0.191
10|9|8|0
11|9|39|0.096
12|9|1|0
15|9|1|0.096
16|9|76|0
20|9|10|0
22|9|29|0
23A|9|9|0
33|9|1|0
35|9|29|0
38|9|1|0
6C|9|32|0
Oth|9|131|0
19F|10|66|0
23F|10|125|0
6B|10|102|0
14|10|83|0
9V|10|46|0
4|10|25|0
18C|10|79|0
1|10|1|0.092
7|10|1|0.277
6A|10|63|0
19A|10|22|0
3|10|12|0
8|10|4|0
9N|10|4|0
10|10|8|0
11|10|39|0
12|10|1|0
15|10|1|0
16|10|76|0
20|10|10|0
22|10|29|0
23A|10|9|0
33|10|1|0
35|10|29|0
38|10|1|0
6C|10|32|0
Oth|10|131|0
19F|11|66|0.18
23F|11|125|0.09
6B|11|102|0
14|11|83|0
9V|11|46|0.09
4|11|25|0
18C|11|79|0
1|11|1|0.09
7|11|1|0.269
6A|11|63|0
19A|11|22|0
3|11|12|0
8|11|4|0
9N|11|4|0
10|11|8|0
11|11|39|0
12|11|1|0
15|11|1|0
16|11|76|0
20|11|10|0
22|11|29|0
23A|11|9|0
33|11|1|0
35|11|29|0
38|11|1|0
6C|11|32|0
Oth|11|131|0
19F|12|66|0
23F|12|125|0
6B|12|102|0.089
14|12|83|0.089
9V|12|46|0.089
4|12|25|0.089
18C|12|79|0
1|12|1|0
7|12|1|0
6A|12|63|0
19A|12|22|0
3|12|12|0.089
8|12|4|0
9N|12|4|0.089
10|12|8|0
11|12|39|0
12|12|1|0
15|12|1|0
16|12|76|0
20|12|10|0
22|12|29|0.089
23A|12|9|0
33|12|1|0
35|12|29|0
38|12|1|0
6C|12|32|0
Oth|12|131|0
19F|13|66|0
23F|13|125|0
6B|13|102|0
14|13|83|0.09
9V|13|46|0.09
4|13|25|0
18C|13|79|0
1|13|1|0.09
7|13|1|0.271
6A|13|63|0
19A|13|22|0
3|13|12|0.271
8|13|4|0.09
9N|13|4|0
10|13|8|0
11|13|39|0
12|13|1|0
15|13|1|0.09
16|13|76|0
20|13|10|0
22|13|29|0
23A|13|9|0
33|13|1|0
35|13|29|0
38|13|1|0
6C|13|32|0
Oth|13|131|0
19F|14|66|0.182
23F|14|125|0.091
6B|14|102|0
14|14|83|0.091
9V|14|46|0.091
4|14|25|0
18C|14|79|0
1|14|1|0.091
7|14|1|0.273
6A|14|63|0
19A|14|22|0
3|14|12|0.182
8|14|4|0.091
9N|14|4|0
10|14|8|0
11|14|39|0
12|14|1|0
15|14|1|0
16|14|76|0.091
20|14|10|0
22|14|29|0.182
23A|14|9|0
33|14|1|0
35|14|29|0
38|14|1|0
6C|14|32|0
Oth|14|131|0
19F|15|66|0
23F|15|125|0
6B|15|102|0
14|15|83|0.18
9V|15|46|0.09
4|15|25|0
18C|15|79|0.09
1|15|1|0
7|15|1|0.27
6A|15|63|0
19A|15|22|0.09
3|15|12|0
8|15|4|0
9N|15|4|0
10|15|8|0
11|15|39|0
12|15|1|0
15|15|1|0
16|15|76|0.09
20|15|10|0
22|15|29|0
23A|15|9|0
33|15|1|0.09
35|15|29|0
38|15|1|0
6C|15|32|0
Oth|15|131|0
19F|16|66|0
23F|16|125|0
6B|16|102|0
14|16|83|0.28
9V|16|46|0.28
4|16|25|0.466
18C|16|79|0.093
1|16|1|0
7|16|1|0.559
6A|16|63|0
19A|16|22|0.093
3|16|12|0.28
8|16|4|0.093
9N|16|4|0
10|16|8|0
11|16|39|0.186
12|16|1|0
15|16|1|0
16|16|76|0
20|16|10|0
22|16|29|0
23A|16|9|0
33|16|1|0.093
35|16|29|0
38|16|1|0
6C|16|32|0
Oth|16|131|0
19F|17|66|0
23F|17|125|0
6B|17|102|0
14|17|83|0.095
9V|17|46|0.19
4|17|25|0.095
18C|17|79|0.19
1|17|1|0
7|17|1|0.571
6A|17|63|0
19A|17|22|0.381
3|17|12|0.19
8|17|4|0
9N|17|4|0
10|17|8|0
11|17|39|0
12|17|1|0
15|17|1|0.095
16|17|76|0
20|17|10|0
22|17|29|0.095
23A|17|9|0
33|17|1|0.095
35|17|29|0
38|17|1|0
6C|17|32|0
Oth|17|131|0
19F|18|66|0
23F|18|125|0.099
6B|18|102|0
14|18|83|0.198
9V|18|46|0.198
4|18|25|0.495
18C|18|79|0.099
1|18|1|0
7|18|1|0.396
6A|18|63|0
19A|18|22|0
3|18|12|0.099
8|18|4|0
9N|18|4|0
10|18|8|0
11|18|39|0.099
12|18|1|0
15|18|1|0
16|18|76|0
20|18|10|0
22|18|29|0.099
23A|18|9|0
33|18|1|0
35|18|29|0
38|18|1|0
6C|18|32|0
Oth|18|131|0
19F|19|66|0
23F|19|125|0
6B|19|102|0
14|19|83|0.614
9V|19|46|0.614
4|19|25|0.409
18C|19|79|0.102
1|19|1|0
7|19|1|0.307
6A|19|63|0
19A|19|22|0.102
3|19|12|0.205
8|19|4|0.102
9N|19|4|0.102
10|19|8|0
11|19|39|0
12|19|1|0
15|19|1|0
16|19|76|0
20|19|10|0
22|19|29|0
23A|19|9|0
33|19|1|0.102
35|19|29|0
38|19|1|0
6C|19|32|0
Oth|19|131|0
19F|20|66|0.102
23F|20|125|0.205
6B|20|102|0
14|20|83|0.511
9V|20|46|0.511
4|20|25|0.307
18C|20|79|0.102
1|20|1|0
7|20|1|0.716
6A|20|63|0.155
19A|20|22|0.102
3|20|12|0.102
8|20|4|0
9N|20|4|0.205
10|20|8|0
11|20|39|0
12|20|1|0.102
15|20|1|0
16|20|76|0
20|20|10|0
22|20|29|0
23A|20|9|0
33|20|1|0.102
35|20|29|0
38|20|1|0
6C|20|32|0.049
Oth|20|131|0
19F|21|66|0
23F|21|125|0.106
6B|21|102|0
14|21|83|0.74
9V|21|46|0.423
4|21|25|0.529
18C|21|79|0
1|21|1|0
7|21|1|0.423
6A|21|63|0
19A|21|22|0
3|21|12|0.106
8|21|4|0.211
9N|21|4|0
10|21|8|0
11|21|39|0
12|21|1|0
15|21|1|0
16|21|76|0
20|21|10|0
22|21|29|0
23A|21|9|0
33|21|1|0
35|21|29|0
38|21|1|0
6C|21|32|0
Oth|21|131|0
19F|22|66|0
23F|22|125|0.521
6B|22|102|0
14|22|83|0.939
9V|22|46|0.209
4|22|25|0.104
18C|22|79|0.209
1|22|1|0
7|22|1|0.104
6A|22|63|0
19A|22|22|0.313
3|22|12|0.104
8|22|4|0.104
9N|22|4|0.104
10|22|8|0
11|22|39|0
12|22|1|0
15|22|1|0
16|22|76|0
20|22|10|0
22|22|29|0.104
23A|22|9|0
33|22|1|0
35|22|29|0
38|22|1|0
6C|22|32|0
Oth|22|131|0
19F|23|66|0
23F|23|125|0.314
6B|23|102|0
14|23|83|0.523
9V|23|46|0.523
4|23|25|0.314
18C|23|79|0.105
1|23|1|0
7|23|1|0.418
6A|23|63|0
19A|23|22|0
3|23|12|0.105
8|23|4|0
9N|23|4|0
10|23|8|0
11|23|39|0
12|23|1|0
15|23|1|0
16|23|76|0
20|23|10|0
22|23|29|0
23A|23|9|0
33|23|1|0
35|23|29|0
38|23|1|0
6C|23|32|0
Oth|23|131|0.105
19F|24|66|0.305
23F|24|125|0
6B|24|102|0.102
14|24|83|0.203
9V|24|46|0.203
4|24|25|1.016
18C|24|79|0
1|24|1|0.102
7|24|1|0.914
6A|24|63|0
19A|24|22|0
3|24|12|0
8|24|4|0
9N|24|4|0
10|24|8|0
11|24|39|0
12|24|1|0
15|24|1|0
16|24|76|0.102
20|24|10|0
22|24|29|0
23A|24|9|0
33|24|1|0.102
35|24|29|0
38|24|1|0
6C|24|32|0
Oth|24|131|0
19F|25|66|0.204
23F|25|125|0.307
6B|25|102|0
14|25|83|0.307
9V|25|46|0.307
4|25|25|0.409
18C|25|79|0.102
1|25|1|0.307
7|25|1|0.204
6A|25|63|0.078
19A|25|22|0.102
3|25|12|0.409
8|25|4|0
9N|25|4|0.204
10|25|8|0
11|25|39|0
12|25|1|0.102
15|25|1|0
16|25|76|0
20|25|10|0
22|25|29|0.102
23A|25|9|0
33|25|1|0
35|25|29|0
38|25|1|0
6C|25|32|0.025
Oth|25|131|0.102
19F|26|66|0.196
23F|26|125|0.393
6B|26|102|0.196
14|26|83|0.589
9V|26|46|0.098
4|26|25|0.393
18C|26|79|0.196
1|26|1|0.098
7|26|1|0.589
6A|26|63|0
19A|26|22|0.098
3|26|12|0.098
8|26|4|0.098
9N|26|4|0
10|26|8|0
11|26|39|0
12|26|1|0
15|26|1|0
16|26|76|0
20|26|10|0
22|26|29|0.098
23A|26|9|0
33|26|1|0
35|26|29|0
38|26|1|0
6C|26|32|0
Oth|26|131|0
19F|27|66|0.102
23F|27|125|0.102
6B|27|102|0.102
14|27|83|0.914
9V|27|46|0.203
4|27|25|0.609
18C|27|79|0.305
1|27|1|0
7|27|1|0.406
6A|27|63|0
19A|27|22|0.102
3|27|12|0
8|27|4|0.102
9N|27|4|0
10|27|8|0
11|27|39|0
12|27|1|0.102
15|27|1|0
16|27|76|0
20|27|10|0
22|27|29|0.305
23A|27|9|0
33|27|1|0
35|27|29|0
38|27|1|0
6C|27|32|0
Oth|27|131|0
19F|28|66|0.213
23F|28|125|0.106
6B|28|102|0
14|28|83|0.744
9V|28|46|0.638
4|28|25|1.275
18C|28|79|0
1|28|1|0.213
7|28|1|0.319
6A|28|63|0
19A|28|22|0.106
3|28|12|0
8|28|4|0.106
9N|28|4|0
10|28|8|0
11|28|39|0
12|28|1|0.106
15|28|1|0
16|28|76|0
20|28|10|0
22|28|29|0.319
23A|28|9|0
33|28|1|0
35|28|29|0
38|28|1|0
6C|28|32|0
Oth|28|131|0
19F|29|66|0
23F|29|125|0.553
6B|29|102|0.221
14|29|83|0.221
9V|29|46|0.221
4|29|25|1.216
18C|29|79|0
1|29|1|0
7|29|1|0.332
6A|29|63|0
19A|29|22|0.111
3|29|12|0.442
8|29|4|0
9N|29|4|0.111
10|29|8|0
11|29|39|0
12|29|1|0
15|29|1|0
16|29|76|0
20|29|10|0
22|29|29|0.221
23A|29|9|0
33|29|1|0.111
35|29|29|0.111
38|29|1|0
6C|29|32|0
Oth|29|131|0.111
19F|30|66|0
23F|30|125|0.227
6B|30|102|0.113
14|30|83|0.68
9V|30|46|0.454
4|30|25|1.134
18C|30|79|0.113
1|30|1|0.113
7|30|1|0.567
6A|30|63|0.172
19A|30|22|0.113
3|30|12|0.227
8|30|4|0.113
9N|30|4|0.113
10|30|8|0
11|30|39|0
12|30|1|0.113
15|30|1|0
16|30|76|0
20|30|10|0
22|30|29|0.113
23A|30|9|0
33|30|1|0
35|30|29|0
38|30|1|0
6C|30|32|0.054
Oth|30|131|0.113
19F|31|66|0
23F|31|125|0.337
6B|31|102|0.112
14|31|83|0.45
9V|31|46|0.45
4|31|25|0.787
18C|31|79|0.112
1|31|1|0
7|31|1|0.45
6A|31|63|0.085
19A|31|22|0
3|31|12|0.112
8|31|4|0
9N|31|4|0.337
10|31|8|0
11|31|39|0.112
12|31|1|0.225
15|31|1|0
16|31|76|0
20|31|10|0
22|31|29|0.225
23A|31|9|0
33|31|1|0
35|31|29|0
38|31|1|0
6C|31|32|0.027
Oth|31|131|0
19F|32|66|0.214
23F|32|125|0.321
6B|32|102|0.214
14|32|83|0.749
9V|32|46|0.642
4|32|25|0.749
18C|32|79|0.214
1|32|1|0
7|32|1|1.178
6A|32|63|0.081
19A|32|22|0
3|32|12|0.214
8|32|4|0
9N|32|4|0
10|32|8|0.214
11|32|39|0
12|32|1|0.107
15|32|1|0
16|32|76|0
20|32|10|0
22|32|29|0.214
23A|32|9|0
33|32|1|0
35|32|29|0
38|32|1|0
6C|32|32|0.026
Oth|32|131|0
19F|33|66|0
23F|33|125|0.105
6B|33|102|0.21
14|33|83|1.157
9V|33|46|0.421
4|33|25|1.157
18C|33|79|0.315
1|33|1|0.105
7|33|1|0.841
6A|33|63|0.16
19A|33|22|0.21
3|33|12|0.315
8|33|4|0.105
9N|33|4|0
10|33|8|0
11|33|39|0
12|33|1|0
15|33|1|0
16|33|76|0
20|33|10|0
22|33|29|0.315
23A|33|9|0
33|33|1|0
35|33|29|0.105
38|33|1|0
6C|33|32|0.05
Oth|33|131|0.105
19F|34|66|0
23F|34|125|0.207
6B|34|102|0.518
14|34|83|1.554
9V|34|46|0.622
4|34|25|0.518
18C|34|79|0.104
1|34|1|0.311
7|34|1|0.518
6A|34|63|0
19A|34|22|0
3|34|12|0
8|34|4|0.207
9N|34|4|0.104
10|34|8|0
11|34|39|0.207
12|34|1|0
15|34|1|0.104
16|34|76|0
20|34|10|0
22|34|29|0.207
23A|34|9|0
33|34|1|0.104
35|34|29|0
38|34|1|0
6C|34|32|0
Oth|34|131|0.104
19F|35|66|0
23F|35|125|0.513
6B|35|102|0.103
14|35|83|2.054
9V|35|46|0.308
4|35|25|0.822
18C|35|79|0.103
1|35|1|0.308
7|35|1|1.027
6A|35|63|0.078
19A|35|22|0
3|35|12|0.103
8|35|4|0.103
9N|35|4|0
10|35|8|0
11|35|39|0.103
12|35|1|0.205
15|35|1|0.103
16|35|76|0
20|35|10|0.103
22|35|29|0.205
23A|35|9|0.103
33|35|1|0
35|35|29|0.103
38|35|1|0
6C|35|32|0.025
Oth|35|131|0
19F|36|66|0.306
23F|36|125|0.306
6B|36|102|0.204
14|36|83|0.611
9V|36|46|0.713
4|36|25|0.815
18C|36|79|0.102
1|36|1|0.102
7|36|1|0.611
6A|36|63|0.155
19A|36|22|0
3|36|12|0.713
8|36|4|0.204
9N|36|4|0.204
10|36|8|0.102
11|36|39|0
12|36|1|0
15|36|1|0
16|36|76|0
20|36|10|0
22|36|29|0.102
23A|36|9|0
33|36|1|0.204
35|36|29|0
38|36|1|0
6C|36|32|0.049
Oth|36|131|0.306
19F|37|66|0.199
23F|37|125|0.498
6B|37|102|0.199
14|37|83|0.995
9V|37|46|0.398
4|37|25|0.995
18C|37|79|0.1
1|37|1|0.199
7|37|1|0.597
6A|37|63|0
19A|37|22|0
3|37|12|0.299
8|37|4|0.1
9N|37|4|0.1
10|37|8|0
11|37|39|0.299
12|37|1|0.1
15|37|1|0
16|37|76|0
20|37|10|0.1
22|37|29|0.1
23A|37|9|0
33|37|1|0
35|37|29|0.199
38|37|1|0
6C|37|32|0
Oth|37|131|0
19F|38|66|0.095
23F|38|125|0.095
6B|38|102|0
14|38|83|1.431
9V|38|46|0.286
4|38|25|0.572
18C|38|79|0.382
1|38|1|0
7|38|1|0.477
6A|38|63|0.145
19A|38|22|0
3|38|12|0.859
8|38|4|0.286
9N|38|4|0.095
10|38|8|0.286
11|38|39|0
12|38|1|0.191
15|38|1|0
16|38|76|0
20|38|10|0
22|38|29|0.095
23A|38|9|0.095
33|38|1|0
35|38|29|0
38|38|1|0
6C|38|32|0.046
Oth|38|131|0.191
19F|39|66|0.179
23F|39|125|0.536
6B|39|102|0
14|39|83|1.162
9V|39|46|0.357
4|39|25|1.162
18C|39|79|0.179
1|39|1|0.179
7|39|1|0.804
6A|39|63|0.204
19A|39|22|0.089
3|39|12|0.536
8|39|4|0.089
9N|39|4|0.089
10|39|8|0.179
11|39|39|0.089
12|39|1|0.357
15|39|1|0
16|39|76|0.179
20|39|10|0
22|39|29|0.089
23A|39|9|0.089
33|39|1|0
35|39|29|0.089
38|39|1|0
6C|39|32|0.064
Oth|39|131|0.089
19F|40|66|0.24
23F|40|125|0.561
6B|40|102|0.321
14|40|83|1.122
9V|40|46|0.561
4|40|25|1.202
18C|40|79|0.08
1|40|1|0.08
7|40|1|0.802
6A|40|63|0.122
19A|40|22|0.321
3|40|12|0.481
8|40|4|0
9N|40|4|0.24
10|40|8|0
11|40|39|0.16
12|40|1|0.401
15|40|1|0
16|40|76|0
20|40|10|0
22|40|29|0.16
23A|40|9|0
33|40|1|0
35|40|29|0
38|40|1|0
6C|40|32|0.038
Oth|40|131|0
19F|41|66|0.164
23F|41|125|0.246
6B|41|102|0
14|41|83|0.573
9V|41|46|0.41
4|41|25|1.147
18C|41|79|0.246
1|41|1|0
7|41|1|1.065
6A|41|63|0.125
19A|41|22|0.082
3|41|12|0.573
8|41|4|0.082
9N|41|4|0.492
10|41|8|0.164
11|41|39|0
12|41|1|0.246
15|41|1|0.164
16|41|76|0.082
20|41|10|0
22|41|29|0.164
23A|41|9|0
33|41|1|0.082
35|41|29|0.082
38|41|1|0
6C|41|32|0.039
Oth|41|131|0.164
19F|42|66|0.253
23F|42|125|0.506
6B|42|102|0
14|42|83|1.011
9V|42|46|0.759
4|42|25|1.011
18C|42|79|0.253
1|42|1|0
7|42|1|0.674
6A|42|63|0.192
19A|42|22|0.169
3|42|12|1.18
8|42|4|0.337
9N|42|4|0.169
10|42|8|0.253
11|42|39|0
12|42|1|0.253
15|42|1|0.253
16|42|76|0.084
20|42|10|0
22|42|29|0.253
23A|42|9|0
33|42|1|0.084
35|42|29|0.253
38|42|1|0
6C|42|32|0.061
Oth|42|131|0.169
19F|43|66|0.26
23F|43|125|0.693
6B|43|102|0.087
14|43|83|0.693
9V|43|46|0.78
4|43|25|1.473
18C|43|79|0.173
1|43|1|0.087
7|43|1|0.78
6A|43|63|0.066
19A|43|22|0.173
3|43|12|0.867
8|43|4|0.173
9N|43|4|0.26
10|43|8|0.347
11|43|39|0.087
12|43|1|0.087
15|43|1|0
16|43|76|0
20|43|10|0.26
22|43|29|0.433
23A|43|9|0
33|43|1|0
35|43|29|0.087
38|43|1|0
6C|43|32|0.021
Oth|43|131|0.087
19F|44|66|0.44
23F|44|125|0.352
6B|44|102|0.088
14|44|83|1.143
9V|44|46|0.615
4|44|25|0.967
18C|44|79|0.176
1|44|1|0.088
7|44|1|0.528
6A|44|63|0.2
19A|44|22|0
3|44|12|0.615
8|44|4|0.352
9N|44|4|0.791
10|44|8|0
11|44|39|0.088
12|44|1|0.352
15|44|1|0
16|44|76|0.176
20|44|10|0
22|44|29|0.703
23A|44|9|0
33|44|1|0
35|44|29|0
38|44|1|0
6C|44|32|0.063
Oth|44|131|0.176
19F|45|66|0.094
23F|45|125|0.748
6B|45|102|0.468
14|45|83|0.936
9V|45|46|0.468
4|45|25|1.216
18C|45|79|0.281
1|45|1|0.281
7|45|1|0.561
6A|45|63|0.142
19A|45|22|0
3|45|12|0.655
8|45|4|0
9N|45|4|0.187
10|45|8|0
11|45|39|0.094
12|45|1|0.374
15|45|1|0
16|45|76|0
20|45|10|0.094
22|45|29|0.468
23A|45|9|0
33|45|1|0
35|45|29|0.094
38|45|1|0
6C|45|32|0.045
Oth|45|131|0.094
19F|46|66|0.096
23F|46|125|0.191
6B|46|102|0.096
14|46|83|0.67
9V|46|46|0.574
4|46|25|0.957
18C|46|79|0.287
1|46|1|0.191
7|46|1|1.149
6A|46|63|0.073
19A|46|22|0.287
3|46|12|0.861
8|46|4|0.096
9N|46|4|0.383
10|46|8|0
11|46|39|0
12|46|1|0.479
15|46|1|0
16|46|76|0.096
20|46|10|0.191
22|46|29|0.383
23A|46|9|0
33|46|1|0
35|46|29|0.191
38|46|1|0
6C|46|32|0.023
Oth|46|131|0
19F|47|66|0
23F|47|125|0.577
6B|47|102|0.096
14|47|83|0.866
9V|47|46|0.481
4|47|25|1.828
18C|47|79|0
1|47|1|0.192
7|47|1|1.058
6A|47|63|0
19A|47|22|0.289
3|47|12|0.385
8|47|4|0.192
9N|47|4|0.096
10|47|8|0
11|47|39|0.096
12|47|1|0.385
15|47|1|0.385
16|47|76|0.289
20|47|10|0
22|47|29|0.673
23A|47|9|0.192
33|47|1|0
35|47|29|0.096
38|47|1|0
6C|47|32|0
Oth|47|131|0.192
19F|48|66|0.192
23F|48|125|0
6B|48|102|0.288
14|48|83|1.15
9V|48|46|0.383
4|48|25|1.342
18C|48|79|0.096
1|48|1|0.288
7|48|1|0.383
6A|48|63|0
19A|48|22|0.192
3|48|12|1.246
8|48|4|0.192
9N|48|4|0.479
10|48|8|0
11|48|39|0.575
12|48|1|0.192
15|48|1|0.096
16|48|76|0
20|48|10|0
22|48|29|0.479
23A|48|9|0.096
33|48|1|0.192
35|48|29|0.192
38|48|1|0
6C|48|32|0
Oth|48|131|0.383
19F|49|66|0.195
23F|49|125|0.39
6B|49|102|0.097
14|49|83|0.974
9V|49|46|1.071
4|49|25|1.948
18C|49|79|0.195
1|49|1|0.39
7|49|1|0.779
6A|49|63|0
19A|49|22|0.487
3|49|12|0.974
8|49|4|0.487
9N|49|4|0.195
10|49|8|0
11|49|39|0.292
12|49|1|0.779
15|49|1|0
16|49|76|0.097
20|49|10|0.097
22|49|29|0.195
23A|49|9|0.097
33|49|1|0
35|49|29|0
38|49|1|0
6C|49|32|0
Oth|49|131|0.292
19F|50|66|0.39
23F|50|125|0.879
6B|50|102|0.195
14|50|83|0.879
9V|50|46|0.488
4|50|25|1.659
18C|50|79|0.293
1|50|1|0.098
7|50|1|0.488
6A|50|63|0.148
19A|50|22|0.293
3|50|12|0.976
8|50|4|0.293
9N|50|4|0.195
10|50|8|0.098
11|50|39|0.488
12|50|1|0.293
15|50|1|0.39
16|50|76|0.195
20|50|10|0
22|50|29|0.195
23A|50|9|0
33|50|1|0.098
35|50|29|0.39
38|50|1|0
6C|50|32|0.047
Oth|50|131|0.293
19F|51|66|0.191
23F|51|125|0.382
6B|51|102|0.191
14|51|83|0.954
9V|51|46|0.572
4|51|25|1.526
18C|51|79|0.191
1|51|1|0.286
7|51|1|0.668
6A|51|63|0.29
19A|51|22|0.095
3|51|12|0.572
8|51|4|0
9N|51|4|0.477
10|51|8|0
11|51|39|0.191
12|51|1|0.286
15|51|1|0
16|51|76|0.095
20|51|10|0.382
22|51|29|0.477
23A|51|9|0.095
33|51|1|0.191
35|51|29|0.191
38|51|1|0
6C|51|32|0.092
Oth|51|131|0.382
19F|52|66|0.28
23F|52|125|0.374
6B|52|102|0.28
14|52|83|0.747
9V|52|46|0.747
4|52|25|1.214
18C|52|79|0.28
1|52|1|0
7|52|1|0.747
6A|52|63|0.284
19A|52|22|0.187
3|52|12|0.84
8|52|4|0.187
9N|52|4|0.654
10|52|8|0.093
11|52|39|0.187
12|52|1|0.56
15|52|1|0.093
16|52|76|0
20|52|10|0.28
22|52|29|0.093
23A|52|9|0.093
33|52|1|0.093
35|52|29|0.187
38|52|1|0
6C|52|32|0.09
Oth|52|131|0.187
19F|53|66|0.367
23F|53|125|1.102
6B|53|102|0.551
14|53|83|1.561
9V|53|46|1.01
4|53|25|1.194
18C|53|79|0.184
1|53|1|0.092
7|53|1|0.367
6A|53|63|0.07
19A|53|22|0.184
3|53|12|0.918
8|53|4|0.092
9N|53|4|0.092
10|53|8|0.092
11|53|39|0.184
12|53|1|0.276
15|53|1|0.092
16|53|76|0
20|53|10|0
22|53|29|0.735
23A|53|9|0
33|53|1|0.092
35|53|29|0.551
38|53|1|0
6C|53|32|0.022
Oth|53|131|0.459
19F|54|66|0.091
23F|54|125|0.727
6B|54|102|0.273
14|54|83|1.364
9V|54|46|0.636
4|54|25|1.727
18C|54|79|0.545
1|54|1|0
7|54|1|0.364
6A|54|63|0.138
19A|54|22|0.273
3|54|12|1.182
8|54|4|0.364
9N|54|4|0.636
10|54|8|0.091
11|54|39|0.091
12|54|1|0.182
15|54|1|0.364
16|54|76|0.091
20|54|10|0.091
22|54|29|0.364
23A|54|9|0
33|54|1|0.091
35|54|29|0.091
38|54|1|0
6C|54|32|0.044
Oth|54|131|0.455
19F|55|66|0.531
23F|55|125|0.973
6B|55|102|0.619
14|55|83|2.211
9V|55|46|0.531
4|55|25|1.326
18C|55|79|0.177
1|55|1|0.177
7|55|1|0.619
6A|55|63|0.47
19A|55|22|0
3|55|12|1.15
8|55|4|0.265
9N|55|4|0.088
10|55|8|0.177
11|55|39|0.265
12|55|1|0.531
15|55|1|0.354
16|55|76|0
20|55|10|0
22|55|29|0.619
23A|55|9|0
33|55|1|0
35|55|29|0.088
38|55|1|0.088
6C|55|32|0.149
Oth|55|131|0.265
19F|56|66|0.189
23F|56|125|0.662
6B|56|102|0.378
14|56|83|1.607
9V|56|46|1.229
4|56|25|1.323
18C|56|79|0.189
1|56|1|0.284
7|56|1|0.662
6A|56|63|0.359
19A|56|22|0.284
3|56|12|1.134
8|56|4|0.284
9N|56|4|1.229
10|56|8|0
11|56|39|0.284
12|56|1|0.284
15|56|1|0.378
16|56|76|0
20|56|10|0
22|56|29|0
23A|56|9|0
33|56|1|0.095
35|56|29|0.095
38|56|1|0
6C|56|32|0.113
Oth|56|131|0.284
19F|57|66|0.399
23F|57|125|0.797
6B|57|102|0.299
14|57|83|2.093
9V|57|46|0.797
4|57|25|2.491
18C|57|79|0.797
1|57|1|0.1
7|57|1|0.698
6A|57|63|0.227
19A|57|22|0.399
3|57|12|1.096
8|57|4|0.299
9N|57|4|0.498
10|57|8|0.299
11|57|39|0.199
12|57|1|0.199
15|57|1|0
16|57|76|0.1
20|57|10|0
22|57|29|0.698
23A|57|9|0
33|57|1|0.1
35|57|29|0
38|57|1|0
6C|57|32|0.072
Oth|57|131|0.399
19F|58|66|0.415
23F|58|125|0.933
6B|58|102|0.829
14|58|83|2.383
9V|58|46|0.518
4|58|25|1.865
18C|58|79|0.415
1|58|1|0.207
7|58|1|0.518
6A|58|63|0.394
19A|58|22|0.311
3|58|12|1.762
8|58|4|0.104
9N|58|4|0.518
10|58|8|0.207
11|58|39|0.311
12|58|1|0.415
15|58|1|0.207
16|58|76|0
20|58|10|0.311
22|58|29|0.415
23A|58|9|0.104
33|58|1|0
35|58|29|0.311
38|58|1|0
6C|58|32|0.124
Oth|58|131|0.311
19F|59|66|0.633
23F|59|125|1.583
6B|59|102|0.528
14|59|83|1.794
9V|59|46|0.633
4|59|25|1.794
18C|59|79|0.633
1|59|1|0
7|59|1|0.528
6A|59|63|0.561
19A|59|22|0.633
3|59|12|1.372
8|59|4|0.528
9N|59|4|0.739
10|59|8|0
11|59|39|0.106
12|59|1|0.317
15|59|1|0.211
16|59|76|0
20|59|10|0.106
22|59|29|0.106
23A|59|9|0
33|59|1|0.317
35|59|29|0.106
38|59|1|0
6C|59|32|0.177
Oth|59|131|0.633
19F|60|66|0.766
23F|60|125|0.876
6B|60|102|0.985
14|60|83|2.518
9V|60|46|1.533
4|60|25|1.095
18C|60|79|0.547
1|60|1|0.109
7|60|1|1.095
6A|60|63|0
19A|60|22|0.547
3|60|12|1.971
8|60|4|0.438
9N|60|4|0.438
10|60|8|0.109
11|60|39|0.109
12|60|1|0.219
15|60|1|0.328
16|60|76|0
20|60|10|0.109
22|60|29|0.876
23A|60|9|0
33|60|1|0.109
35|60|29|0.219
38|60|1|0.109
6C|60|32|0
Oth|60|131|0
19F|61|66|0.591
23F|61|125|1.773
6B|61|102|0.355
14|61|83|1.419
9V|61|46|1.419
4|61|25|1.655
18C|61|79|0.709
1|61|1|0
7|61|1|1.182
6A|61|63|0.449
19A|61|22|1.182
3|61|12|1.537
8|61|4|0.355
9N|61|4|0.709
10|61|8|0.473
11|61|39|0.118
12|61|1|0.118
15|61|1|0.118
16|61|76|0
20|61|10|0
22|61|29|1.3
23A|61|9|0.236
33|61|1|0
35|61|29|0.591
38|61|1|0
6C|61|32|0.142
Oth|61|131|0.355
19F|62|66|0.6
23F|62|125|1.68
6B|62|102|1.32
14|62|83|2.76
9V|62|46|0.96
4|62|25|1.2
18C|62|79|0.36
1|62|1|0
7|62|1|1.08
6A|62|63|0.547
19A|62|22|0.36
3|62|12|1.56
8|62|4|0.36
9N|62|4|1.08
10|62|8|0.24
11|62|39|0.72
12|62|1|0.48
15|62|1|0
16|62|76|0.24
20|62|10|0
22|62|29|0.96
23A|62|9|0
33|62|1|0.24
35|62|29|0
38|62|1|0.12
6C|62|32|0.173
Oth|62|131|0.24
19F|63|66|0.66
23F|63|125|1.188
6B|63|102|0.396
14|63|83|2.772
9V|63|46|1.452
4|63|25|1.188
18C|63|79|0.792
1|63|1|0.132
7|63|1|0.792
6A|63|63|0.602
19A|63|22|0.528
3|63|12|1.452
8|63|4|0.264
9N|63|4|0.792
10|63|8|0.264
11|63|39|0.264
12|63|1|0.396
15|63|1|0.528
16|63|76|0.132
20|63|10|0
22|63|29|0.66
23A|63|9|0.132
33|63|1|0.132
35|63|29|0.528
38|63|1|0
6C|63|32|0.19
Oth|63|131|0.264
19F|64|66|1.013
23F|64|125|1.881
6B|64|102|0.289
14|64|83|2.46
9V|64|46|1.013
4|64|25|1.592
18C|64|79|0.868
1|64|1|0.145
7|64|1|1.158
6A|64|63|0.44
19A|64|22|0.434
3|64|12|1.737
8|64|4|0.145
9N|64|4|0.724
10|64|8|0.145
11|64|39|0.289
12|64|1|0.289
15|64|1|0.289
16|64|76|0.289
20|64|10|0
22|64|29|0.724
23A|64|9|0
33|64|1|0.145
35|64|29|0.579
38|64|1|0
6C|64|32|0.139
Oth|64|131|0
19F|65|66|1.237
23F|65|125|1.855
6B|65|102|0.927
14|65|83|2.937
9V|65|46|0.618
4|65|25|0.927
18C|65|79|0.773
1|65|1|0.155
7|65|1|1.082
6A|65|63|0.352
19A|65|22|0.309
3|65|12|2.164
8|65|4|0
9N|65|4|0.309
10|65|8|0.309
11|65|39|0
12|65|1|0.155
15|65|1|0.309
16|65|76|0.155
20|65|10|0
22|65|29|0.309
23A|65|9|0.309
33|65|1|0
35|65|29|0
38|65|1|0
6C|65|32|0.111
Oth|65|131|0.155
19F|66|66|0.633
23F|66|125|0.633
6B|66|102|0.474
14|66|83|2.056
9V|66|46|1.265
4|66|25|2.53
18C|66|79|0.316
1|66|1|0
7|66|1|0.633
6A|66|63|0.961
19A|66|22|0.791
3|66|12|2.056
8|66|4|0.791
9N|66|4|0.633
10|66|8|0
11|66|39|0.316
12|66|1|0.316
15|66|1|0.158
16|66|76|0.158
20|66|10|0
22|66|29|0.791
23A|66|9|0
33|66|1|0
35|66|29|0.316
38|66|1|0
6C|66|32|0.304
Oth|66|131|0
19F|67|66|0.951
23F|67|125|0.951
6B|67|102|0.634
14|67|83|3.012
9V|67|46|0.476
4|67|25|2.537
18C|67|79|0.793
1|67|1|0
7|67|1|0.951
6A|67|63|0.241
19A|67|22|0.317
3|67|12|0.793
8|67|4|0
9N|67|4|0.634
10|67|8|0
11|67|39|0.476
12|67|1|0.317
15|67|1|0.317
16|67|76|0.159
20|67|10|0.159
22|67|29|0.634
23A|67|9|0
33|67|1|0.317
35|67|29|0.317
38|67|1|0
6C|67|32|0.076
Oth|67|131|0
19F|68|66|1.132
23F|68|125|1.273
6B|68|102|0.566
14|68|83|1.273
9V|68|46|0.566
4|68|25|1.132
18C|68|79|0.566
1|68|1|0
7|68|1|0.707
6A|68|63|0.323
19A|68|22|1.132
3|68|12|2.122
8|68|4|0.424
9N|68|4|0.424
10|68|8|0.141
11|68|39|0.566
12|68|1|0.283
15|68|1|0
16|68|76|0.283
20|68|10|0.283
22|68|29|0.849
23A|68|9|0.141
33|68|1|0.283
35|68|29|0.283
38|68|1|0.141
6C|68|32|0.102
Oth|68|131|0.566
19F|69|66|0.71
23F|69|125|1.064
6B|69|102|0.828
14|69|83|2.365
9V|69|46|0.473
4|69|25|1.064
18C|69|79|0.355
1|69|1|0.118
7|69|1|0.473
6A|69|63|0.18
19A|69|22|0.591
3|69|12|0.946
8|69|4|0.118
9N|69|4|0.355
10|69|8|0.237
11|69|39|0.473
12|69|1|0
15|69|1|0.237
16|69|76|0
20|69|10|0.118
22|69|29|0.355
23A|69|9|0.118
33|69|1|0
35|69|29|0.237
38|69|1|0.118
6C|69|32|0.057
Oth|69|131|0.473
19F|70|66|0.339
23F|70|125|1.016
6B|70|102|0.564
14|70|83|2.483
9V|70|46|0.79
4|70|25|0.451
18C|70|79|0.339
1|70|1|0
7|70|1|0.339
6A|70|63|0.343
19A|70|22|0.339
3|70|12|0.903
8|70|4|0.113
9N|70|4|0.79
10|70|8|0
11|70|39|0
12|70|1|0.113
15|70|1|0.113
16|70|76|0
20|70|10|0
22|70|29|0.677
23A|70|9|0.226
33|70|1|0
35|70|29|0.226
38|70|1|0
6C|70|32|0.108
Oth|70|131|0.339
19F|71|66|0.739
23F|71|125|0.647
6B|71|102|1.016
14|71|83|1.478
9V|71|46|0.37
4|71|25|0.739
18C|71|79|0.092
1|71|1|0
7|71|1|0.462
6A|71|63|0.281
19A|71|22|0.739
3|71|12|0.739
8|71|4|0.092
9N|71|4|0.37
10|71|8|0.092
11|71|39|0.462
12|71|1|0
15|71|1|0.185
16|71|76|0.092
20|71|10|0
22|71|29|0.924
23A|71|9|0.185
33|71|1|0
35|71|29|0.462
38|71|1|0
6C|71|32|0.089
Oth|71|131|0.185
19F|72|66|0.821
23F|72|125|1.505
6B|72|102|0.821
14|72|83|1.915
9V|72|46|0.274
4|72|25|2.326
18C|72|79|0.821
1|72|1|0.137
7|72|1|1.094
6A|72|63|0.312
19A|72|22|0.684
3|72|12|1.094
8|72|4|0.137
9N|72|4|0.821
10|72|8|0
11|72|39|0
12|72|1|0.137
15|72|1|0.274
16|72|76|0.137
20|72|10|0
22|72|29|0.547
23A|72|9|0
33|72|1|0.41
35|72|29|0.137
38|72|1|0
6C|72|32|0.099
Oth|72|131|0.274
19F|73|66|0.397
23F|73|125|1.686
6B|73|102|0.893
14|73|83|1.29
9V|73|46|0.992
4|73|25|0.794
18C|73|79|0
1|73|1|0
7|73|1|0.198
6A|73|63|0.603
19A|73|22|0.397
3|73|12|0.694
8|73|4|0.099
9N|73|4|0.298
10|73|8|0
11|73|39|0
12|73|1|0.099
15|73|1|0.099
16|73|76|0.099
20|73|10|0
22|73|29|0.298
23A|73|9|0.099
33|73|1|0.099
35|73|29|0.198
38|73|1|0
6C|73|32|0.19
Oth|73|131|0.198
19F|74|66|0.702
23F|74|125|1.053
6B|74|102|0.936
14|74|83|1.872
9V|74|46|0.702
4|74|25|1.17
18C|74|79|0.351
1|74|1|0
7|74|1|0.585
6A|74|63|0.356
19A|74|22|0.351
3|74|12|1.17
8|74|4|0.468
9N|74|4|0.468
10|74|8|0.117
11|74|39|0.234
12|74|1|0
15|74|1|0.234
16|74|76|0.234
20|74|10|0
22|74|29|0.468
23A|74|9|0
33|74|1|0.117
35|74|29|0
38|74|1|0.117
6C|74|32|0.112
Oth|74|131|0.234
19F|75|66|0.919
23F|75|125|0.919
6B|75|102|0.574
14|75|83|1.264
9V|75|46|0.23
4|75|25|1.149
18C|75|79|0.689
1|75|1|0.115
7|75|1|0.23
6A|75|63|0.087
19A|75|22|0.46
3|75|12|0.46
8|75|4|0
9N|75|4|0.689
10|75|8|0.115
11|75|39|0.115
12|75|1|0.23
15|75|1|0.115
16|75|76|0
20|75|10|0
22|75|29|0.345
23A|75|9|0.115
33|75|1|0.345
35|75|29|0.23
38|75|1|0.23
6C|75|32|0.028
Oth|75|131|0.115
19F|76|66|0.769
23F|76|125|1.648
6B|76|102|1.318
14|76|83|1.977
9V|76|46|0.659
4|76|25|0.769
18C|76|79|0.439
1|76|1|0
7|76|1|0.22
6A|76|63|0.835
19A|76|22|0.549
3|76|12|0.879
8|76|4|0.22
9N|76|4|0.439
10|76|8|0.33
11|76|39|0
12|76|1|0.22
15|76|1|0.11
16|76|76|0.11
20|76|10|0.11
22|76|29|0.22
23A|76|9|0
33|76|1|0
35|76|29|0.22
38|76|1|0
6C|76|32|0.264
Oth|76|131|0.22
19F|77|66|1.055
23F|77|125|1.16
6B|77|102|0.527
14|77|83|2.004
9V|77|46|0.633
4|77|25|0.422
18C|77|79|0.211
1|77|1|0.105
7|77|1|0.527
6A|77|63|0.401
19A|77|22|0.105
3|77|12|0.738
8|77|4|0
9N|77|4|0.527
10|77|8|0.211
11|77|39|0.316
12|77|1|0
15|77|1|0.105
16|77|76|0
20|77|10|0
22|77|29|0.949
23A|77|9|0.105
33|77|1|0
35|77|29|0.316
38|77|1|0.105
6C|77|32|0.127
Oth|77|131|0.105
19F|78|66|0.65
23F|78|125|0.974
6B|78|102|0.541
14|78|83|1.732
9V|78|46|0.65
4|78|25|0.866
18C|78|79|0.541
1|78|1|0.108
7|78|1|0.758
6A|78|63|0.494
19A|78|22|0.217
3|78|12|0.866
8|78|4|0
9N|78|4|0.217
10|78|8|0
11|78|39|0.108
12|78|1|0
15|78|1|0.108
16|78|76|0
20|78|10|0
22|78|29|0.758
23A|78|9|0.325
33|78|1|0.217
35|78|29|0.758
38|78|1|0
6C|78|32|0.156
Oth|78|131|0.108
19F|79|66|0.53
23F|79|125|1.272
6B|79|102|0.318
14|79|83|1.484
9V|79|46|0.636
4|79|25|1.484
18C|79|79|0.53
1|79|1|0
7|79|1|0.212
6A|79|63|0.242
19A|79|22|0.318
3|79|12|0.954
8|79|4|0
9N|79|4|0.106
10|79|8|0.106
11|79|39|0.212
12|79|1|0.424
15|79|1|0.212
16|79|76|0.212
20|79|10|0
22|79|29|0.53
23A|79|9|0.424
33|79|1|0.106
35|79|29|0.53
38|79|1|0
6C|79|32|0.076
Oth|79|131|0.318
19F|80|66|0.622
23F|80|125|1.14
6B|80|102|0.415
14|80|83|1.866
9V|80|46|0.829
4|80|25|1.14
18C|80|79|0.207
1|80|1|0
7|80|1|0.726
6A|80|63|0.236
19A|80|22|0.311
3|80|12|0.415
8|80|4|0.104
9N|80|4|0.311
10|80|8|0.104
11|80|39|0.311
12|80|1|0
15|80|1|0.207
16|80|76|0.104
20|80|10|0
22|80|29|0.311
23A|80|9|0.104
33|80|1|0
35|80|29|0.104
38|80|1|0
6C|80|32|0.075
Oth|80|131|0.207
19F|81|66|0.231
23F|81|125|1.269
6B|81|102|0.808
14|81|83|1.038
9V|81|46|0.692
4|81|25|0.808
18C|81|79|0.692
1|81|1|0
7|81|1|0.346
6A|81|63|0.351
19A|81|22|0.346
3|81|12|0.923
8|81|4|0.115
9N|81|4|0.231
10|81|8|0
11|81|39|0.115
12|81|1|0.461
15|81|1|0.231
16|81|76|0
20|81|10|0.115
22|81|29|0.461
23A|81|9|0
33|81|1|0
35|81|29|0.115
38|81|1|0.115
6C|81|32|0.111
Oth|81|131|0
19F|82|66|0.862
23F|82|125|0.985
6B|82|102|0.985
14|82|83|1.601
9V|82|46|0.739
4|82|25|0.616
18C|82|79|0.369
1|82|1|0.123
7|82|1|0.369
6A|82|63|0.094
19A|82|22|0.739
3|82|12|0.862
8|82|4|0.123
9N|82|4|0.493
10|82|8|0.123
11|82|39|0.123
12|82|1|0.123
15|82|1|0.246
16|82|76|0
20|82|10|0
22|82|29|0.493
23A|82|9|0
33|82|1|0.246
35|82|29|0.246
38|82|1|0
6C|82|32|0.03
Oth|82|131|0
19F|83|66|0.526
23F|83|125|1.052
6B|83|102|0.658
14|83|83|1.71
9V|83|46|0.395
4|83|25|1.184
18C|83|79|0.921
1|83|1|0
7|83|1|0.395
6A|83|63|0.6
19A|83|22|0.263
3|83|12|0.789
8|83|4|0.132
9N|83|4|0.658
10|83|8|0
11|83|39|0.395
12|83|1|0.132
15|83|1|0.132
16|83|76|0.132
20|83|10|0.263
22|83|29|0.395
23A|83|9|0
33|83|1|0.132
35|83|29|0.263
38|83|1|0
6C|83|32|0.189
Oth|83|131|0
19F|84|66|0.808
23F|84|125|0.674
6B|84|102|0.269
14|84|83|2.021
9V|84|46|0.269
4|84|25|0.674
18C|84|79|0.135
1|84|1|0
7|84|1|0
6A|84|63|0.819
19A|84|22|0.404
3|84|12|0.674
8|84|4|0
9N|84|4|0
10|84|8|0
11|84|39|0.269
12|84|1|0.135
15|84|1|0.135
16|84|76|0
20|84|10|0.135
22|84|29|0.404
23A|84|9|0.135
33|84|1|0
35|84|29|0.269
38|84|1|0
6C|84|32|0.259
Oth|84|131|0
19F|85|66|0.416
23F|85|125|1.388
6B|85|102|0.833
14|85|83|2.221
9V|85|46|0.278
4|85|25|0.416
18C|85|79|0.278
1|85|1|0
7|85|1|0.555
6A|85|63|0.105
19A|85|22|0.555
3|85|12|1.388
8|85|4|0.139
9N|85|4|0.694
10|85|8|0
11|85|39|0.278
12|85|1|0.139
15|85|1|0.139
16|85|76|0
20|85|10|0
22|85|29|0.555
23A|85|9|0.278
33|85|1|0
35|85|29|0.278
38|85|1|0.139
6C|85|32|0.033
Oth|85|131|0.139
19F|86|66|0.962
23F|86|125|1.374
6B|86|102|0.275
14|86|83|1.924
9V|86|46|0.275
4|86|25|0
18C|86|79|0.275
1|86|1|0
7|86|1|0.137
6A|86|63|0.418
19A|86|22|0.275
3|86|12|0.412
8|86|4|0
9N|86|4|0.412
10|86|8|0.137
11|86|39|0.55
12|86|1|0.275
15|86|1|0.137
16|86|76|0.275
20|86|10|0
22|86|29|0.825
23A|86|9|0
33|86|1|0
35|86|29|0
38|86|1|0
6C|86|32|0.132
Oth|86|131|0.137
19F|87|66|0.284
23F|87|125|0.426
6B|87|102|0.567
14|87|83|0.567
9V|87|46|0.284
4|87|25|0.709
18C|87|79|0.284
1|87|1|0
7|87|1|0.567
6A|87|63|0.431
19A|87|22|0.284
3|87|12|0.567
8|87|4|0.142
9N|87|4|0.709
10|87|8|0.142
11|87|39|0.709
12|87|1|0
15|87|1|0.284
16|87|76|0.142
20|87|10|0
22|87|29|0.709
23A|87|9|0
33|87|1|0
35|87|29|0.426
38|87|1|0
6C|87|32|0.136
Oth|87|131|0.426
19F|88|66|0.148
23F|88|125|0.887
6B|88|102|0.591
14|88|83|1.774
9V|88|46|0.148
4|88|25|0.739
18C|88|79|0.148
1|88|1|0
7|88|1|0.296
6A|88|63|0.337
19A|88|22|0
3|88|12|0.296
8|88|4|0
9N|88|4|0.443
10|88|8|0
11|88|39|0.296
12|88|1|0.296
15|88|1|0
16|88|76|0
20|88|10|0
22|88|29|0.296
23A|88|9|0.148
33|88|1|0
35|88|29|0.148
38|88|1|0
6C|88|32|0.106
Oth|88|131|0
19F|89|66|0.145
23F|89|125|0.58
6B|89|102|0.435
14|89|83|0.58
9V|89|46|0.145
4|89|25|0.58
18C|89|79|0
1|89|1|0
7|89|1|0
6A|89|63|0.441
19A|89|22|0.29
3|89|12|0.29
8|89|4|0
9N|89|4|0
10|89|8|0
11|89|39|0.145
12|89|1|0
15|89|1|0.145
16|89|76|0
20|89|10|0
22|89|29|0.435
23A|89|9|0
33|89|1|0
35|89|29|0.29
38|89|1|0
6C|89|32|0.139
Oth|89|131|0.145
19F|90|66|0.306
23F|90|125|0.459
6B|90|102|0.459
14|90|83|1.224
9V|90|46|0
4|90|25|0
18C|90|79|0.153
1|90|1|0
7|90|1|0.306
6A|90|63|0.465
19A|90|22|0.459
3|90|12|0.306
8|90|4|0
9N|90|4|0.306
10|90|8|0
11|90|39|0
12|90|1|0
15|90|1|0.153
16|90|76|0
20|90|10|0
22|90|29|0
23A|90|9|0
33|90|1|0
35|90|29|0.153
38|90|1|0.153
6C|90|32|0.147
Oth|90|131|0
19F|91|66|0.439
23F|91|125|0.146
6B|91|102|0.293
14|91|83|0.586
9V|91|46|0.146
4|91|25|0.732
18C|91|79|0.293
1|91|1|0
7|91|1|0
6A|91|63|0.111
19A|91|22|0.146
3|91|12|0.146
8|91|4|0
9N|91|4|0.293
10|91|8|0.293
11|91|39|0
12|91|1|0
15|91|1|0.293
16|91|76|0
20|91|10|0
22|91|29|0.146
23A|91|9|0.146
33|91|1|0
35|91|29|0.293
38|91|1|0
6C|91|32|0.035
Oth|91|131|0
19F|92|66|0.305
23F|92|125|0.458
6B|92|102|0.153
14|92|83|0.61
9V|92|46|0.305
4|92|25|0.458
18C|92|79|0
1|92|1|0
7|92|1|0.305
6A|92|63|0.348
19A|92|22|0.153
3|92|12|0
8|92|4|0.153
9N|92|4|0.153
10|92|8|0.153
11|92|39|0.153
12|92|1|0
15|92|1|0
16|92|76|0
20|92|10|0
22|92|29|0.458
23A|92|9|0
33|92|1|0.305
35|92|29|0.458
38|92|1|0.153
6C|92|32|0.11
Oth|92|131|0
19F|93|66|0.306
23F|93|125|0.306
6B|93|102|0.919
14|93|83|0
9V|93|46|0
4|93|25|0.306
18C|93|79|0.153
1|93|1|0
7|93|1|0.153
6A|93|63|0
19A|93|22|0
3|93|12|0
8|93|4|0
9N|93|4|0
10|93|8|0
11|93|39|0.153
12|93|1|0
15|93|1|0
16|93|76|0
20|93|10|0.153
22|93|29|0.153
23A|93|9|0
33|93|1|0
35|93|29|0
38|93|1|0
6C|93|32|0
Oth|93|131|0
19F|94|66|0
23F|94|125|0
6B|94|102|0.373
14|94|83|0.249
9V|94|46|0.124
4|94|25|0
18C|94|79|0.124
1|94|1|0
7|94|1|0.124
6A|94|63|0.189
19A|94|22|0
3|94|12|0.124
8|94|4|0
9N|94|4|0.124
10|94|8|0
11|94|39|0.124
12|94|1|0.124
15|94|1|0
16|94|76|0.124
20|94|10|0
22|94|29|0
23A|94|9|0
33|94|1|0.124
35|94|29|0
38|94|1|0
6C|94|32|0.06
Oth|94|131|0
19F|95|66|0.144
23F|95|125|0.144
6B|95|102|0.287
14|95|83|0.144
9V|95|46|0
4|95|25|0
18C|95|79|0.287
1|95|1|0
7|95|1|0.144
6A|95|63|0.218
19A|95|22|0
3|95|12|0
8|95|4|0
9N|95|4|0.144
10|95|8|0
11|95|39|0.144
12|95|1|0
15|95|1|0.144
16|95|76|0
20|95|10|0
22|95|29|0.144
23A|95|9|0
33|95|1|0
35|95|29|0.287
38|95|1|0
6C|95|32|0.069
Oth|95|131|0.144
19F|96|66|0
23F|96|125|0.149
6B|96|102|0.149
14|96|83|0.299
9V|96|46|0
4|96|25|0
18C|96|79|0.149
1|96|1|0
7|96|1|0
6A|96|63|0.114
19A|96|22|0
3|96|12|0
8|96|4|0
9N|96|4|0
10|96|8|0
11|96|39|0
12|96|1|0
15|96|1|0
16|96|76|0
20|96|10|0
22|96|29|0
23A|96|9|0
33|96|1|0
35|96|29|0
38|96|1|0
6C|96|32|0.036
Oth|96|131|0
19F|97|66|0
23F|97|125|0
6B|97|102|0.148
14|97|83|0
9V|97|46|0
4|97|25|0.148
18C|97|79|0
1|97|1|0
7|97|1|0
6A|97|63|0
19A|97|22|0
3|97|12|0
8|97|4|0
9N|97|4|0
10|97|8|0
11|97|39|0
12|97|1|0
15|97|1|0
16|97|76|0
20|97|10|0
22|97|29|0
23A|97|9|0
33|97|1|0
35|97|29|0
38|97|1|0
6C|97|32|0
Oth|97|131|0
19F|98|66|0
23F|98|125|0
6B|98|102|0.163
14|98|83|0
9V|98|46|0
4|98|25|0
18C|98|79|0
1|98|1|0
7|98|1|0
6A|98|63|0
19A|98|22|0
3|98|12|0
8|98|4|0
9N|98|4|0
10|98|8|0
11|98|39|0
12|98|1|0
15|98|1|0
16|98|76|0
20|98|10|0
22|98|29|0
23A|98|9|0
33|98|1|0
35|98|29|0
38|98|1|0
6C|98|32|0
Oth|98|131|0
19F|99|66|0
23F|99|125|0
6B|99|102|0
14|99|83|0
9V|99|46|0
4|99|25|0
18C|99|79|0
1|99|1|0
7|99|1|0
6A|99|63|0
19A|99|22|0
3|99|12|0
8|99|4|0
9N|99|4|0
10|99|8|0
11|99|39|0
12|99|1|0
15|99|1|0
16|99|76|0
20|99|10|0
22|99|29|0
23A|99|9|0
33|99|1|0
35|99|29|0
38|99|1|0
6C|99|32|0
Oth|99|131|0
19F|100|66|0
23F|100|125|0
6B|100|102|0.184
14|100|83|0.184
9V|100|46|0
4|100|25|0
18C|100|79|0
1|100|1|0
7|100|1|0
6A|100|63|0
19A|100|22|0
3|100|12|0
8|100|4|0
9N|100|4|0
10|100|8|0
11|100|39|0
12|100|1|0
15|100|1|0
16|100|76|0
20|100|10|0
22|100|29|0
23A|100|9|0
33|100|1|0.184
35|100|29|0
38|100|1|0
6C|100|32|0
Oth|100|131|0
</t2b>
}}