Caros colegas,
Estou precisando de um ajuda para um modelo de efeito misto com
correlação AR1
A auto correlação se justifica pois os pacientes devem apreender e obter
melhores resultado de um bloco para outro
então usei os seguinte comando
-------------------------------------------------------
base <- read.csv('jogov2.csv')
require(nlme)
modelo <- lme(valor~Gr+Idd+Escol,random=~1|Bloco,correlation=corAR1(,
form=~1|Bloco) ,data=base)
summary(modelo)
-----------------------------------------------------
Que resultou em
-----------------------------------------------------
Linear mixed-effects model fit by REML
Data: base
AIC BIC logLik
3928.017 3958.571 -1957.009
Random effects:
Formula: ~1 | Bloco
(Intercept) Residual
StdDev: 2.480127 6.846336
Correlation Structure: AR(1)
Formula: ~1 | Bloco
Parameter estimate(s):
Phi
0.1407996
Fixed effects: valor ~ Gr + Idd + Escol
Value Std.Error DF t-value p-value
(Intercept) -1.7057456 1.8249072 577 -0.934703 0.3503
GrB 1.7242603 0.6606029 577 2.610131 0.0093
Idd -0.0479666 0.0178547 577 -2.686502 0.0074
Escol 0.3441736 0.0926290 577 3.715615 0.0002
Correlation:
(Intr) GrB Idd
GrB -0.068
Idd -0.415 -0.101
Escol -0.602 -0.227 0.001
Standardized Within-Group Residuals:
Min Q1 Med Q3 Max
-3.16689925 -0.56838036 -0.09641692 0.55523377 3.66357685
Number of Observations: 585
Number of Groups: 5
-------------------------------------------------------
Agora vem o problema eu preciso saber se o efeito aleatório tem um média
diferente diferente entre o grupo B e o grupo A e além disso se o valor
de Phi é diferente para os dois grupos
Alguém pode me ajudar ?
Ps. Base em anexo
--
[]s
Tura
"Nome","Gr","Data","Sx","Idd","Escol","Bloco","valor"
"Rodolfo de Oliveira Souza","CN","24-Jan-10",1,47,16,1,-2
"Rodolfo de Oliveira Souza","CN","24-Jan-10",1,47,16,2,4
"Rodolfo de Oliveira Souza","CN","24-Jan-10",1,47,16,3,4
"Rodolfo de Oliveira Souza","CN","24-Jan-10",1,47,16,4,4
"Rodolfo de Oliveira Souza","CN","24-Jan-10",1,47,16,5,0
"Fernando Cimini","CN","01-Jun-08",1,30,17,1,-12
"Rosa Maria Portella","CN","16-Apr-09",0,52,17,1,0
"Jorge Moll Neto","CN","08-May-08",1,37,17,1,-8
"Lygia Maria Vieira","CN","14-May-09",0,53,17,1,-6
"Bernardo Tura","CN","14-Apr-11",1,43,17,1,-4
"Paulo de Góes Filho","CN","29-Dec-08",1,61,17,1,0
"Rita de Cassia Machado de Souza Dantas Rodrigues","CN","11-Mar-10",0,51,17,1,-8
"Fernando Cimini","CN","01-Jun-08",1,30,17,2,16
"Rosa Maria Portella","CN","16-Apr-09",0,52,17,2,8
"Jorge Moll Neto","CN","08-May-08",1,37,17,2,2
"Lygia Maria Vieira","CN","14-May-09",0,53,17,2,8
"Bernardo Tura","CN","14-Apr-11",1,43,17,2,0
"Paulo de Góes Filho","CN","29-Dec-08",1,61,17,2,4
"Rita de Cassia Machado de Souza Dantas Rodrigues","CN","11-Mar-10",0,51,17,2,-8
"Fernando Cimini","CN","01-Jun-08",1,30,17,3,20
"Rosa Maria Portella","CN","16-Apr-09",0,52,17,3,18
"Jorge Moll Neto","CN","08-May-08",1,37,17,3,16
"Lygia Maria Vieira","CN","14-May-09",0,53,17,3,8
"Bernardo Tura","CN","14-Apr-11",1,43,17,3,14
"Paulo de Góes Filho","CN","29-Dec-08",1,61,17,3,0
"Rita de Cassia Machado de Souza Dantas Rodrigues","CN","11-Mar-10",0,51,17,3,-4
"Fernando Cimini","CN","01-Jun-08",1,30,17,4,18
"Rosa Maria Portella","CN","16-Apr-09",0,52,17,4,20
"Jorge Moll Neto","CN","08-May-08",1,37,17,4,18
"Lygia Maria Vieira","CN","14-May-09",0,53,17,4,10
"Bernardo Tura","CN","14-Apr-11",1,43,17,4,10
"Paulo de Góes Filho","CN","29-Dec-08",1,61,17,4,0
"Rita de Cassia Machado de Souza Dantas Rodrigues","CN","11-Mar-10",0,51,17,4,-8
"Fernando Cimini","CN","01-Jun-08",1,30,17,5,18
"Rosa Maria Portella","CN","16-Apr-09",0,52,17,5,14
"Jorge Moll Neto","CN","08-May-08",1,37,17,5,14
"Lygia Maria Vieira","CN","14-May-09",0,53,17,5,4
"Bernardo Tura","CN","14-Apr-11",1,43,17,5,2
"Paulo de Góes Filho","CN","29-Dec-08",1,61,17,5,4
"Rita de Cassia Machado de Souza Dantas Rodrigues","CN","11-Mar-10",0,51,17,5,18
"Fátima Azevedo Ignácio","CN","14-Jun-07",0,43,16,1,-2
"Luiz Paulo da Moita Lopes","CN","03-Nov-09",1,58,16,1,-4
"Patricia Danza Greco","CN","04-Jan-08",0,26,16,1,0
"Marcus Vinícius Sant'Anna","CN","02-May-08",1,38,16,1,-6
"Rodrigo Moura Fernandes","CN","17-Oct-07",1,36,16,1,-8
"Luci Busnardo","CN","03-Jul-07",0,60,16,1,2
"Francisco Caldeira Egger","CN","11-Jun-07",1,45,16,1,-4
"João Roberto Campos Elia","CN","13-Oct-08",1,40,16,1,-2
"Sérgio Penfold","Schiz","09-Nov-07",1,44,16,1,0
"Neilton Nunes da Silva","CN","01-Feb-08",1,46,16,1,-4
"Olga Benévolo","CN","29-Oct-07",0,69,16,1,-4
"Karen Guerra Kadlec","CN","06-Nov-07",0,43,16,1,0
"Vera Lucia Julio Marques","CN","22-Oct-07",0,57,16,1,-4
"Luis Nunes de Almeida Jr","Schiz","06-Aug-08",1,48,16,1,0
"Aída de Melo Coelho","Schiz","10-Oct-07",0,39,16,1,2
"Isabela Sampaio","CN","29-Oct-07",0,36,16,1,-6
"João Carlos Corrêa","CN","13-Mar-09",1,46,16,1,-2
"Maria Teresa Vieira Portela","CN","19-Nov-09",0,71,16,1,6
"Mario Mery de Mello","CN","17-Apr-08",1,59,16,1,4
"Daniela Lima Sanchez","CN","04-Jan-10",0,32,16,1,-2
"Murillo Barbosa Torres","CN","23-Oct-08",1,76,16,1,-4
"Myriam de Brito Corrêa","CN","13-Sep-07",0,66,16,1,-12
"Rogerio de Oliveira Souza","CN","23-Jun-07",1,46,16,1,-4
"Corine Suziki Ono","CN","02-May-08",0,39,16,1,-10
"Altivo Vicente Portella","CN","04-Mar-10",1,76,16,1,-4
"Raimundo Brasil Barbosa Ferreira Filho","Schiz","01-Aug-07",1,47,16,1,-8
"Fátima Azevedo Ignácio","CN","14-Jun-07",0,43,16,2,10
"Luiz Paulo da Moita Lopes","CN","03-Nov-09",1,58,16,2,10
"Patricia Danza Greco","CN","04-Jan-08",0,26,16,2,8
"Marcus Vinícius Sant'Anna","CN","02-May-08",1,38,16,2,6
"Rodrigo Moura Fernandes","CN","17-Oct-07",1,36,16,2,20
"Luci Busnardo","CN","03-Jul-07",0,60,16,2,0
"Francisco Caldeira Egger","CN","11-Jun-07",1,45,16,2,-2
"João Roberto Campos Elia","CN","13-Oct-08",1,40,16,2,2
"Sérgio Penfold","Schiz","09-Nov-07",1,44,16,2,6
"Neilton Nunes da Silva","CN","01-Feb-08",1,46,16,2,12
"Olga Benévolo","CN","29-Oct-07",0,69,16,2,6
"Karen Guerra Kadlec","CN","06-Nov-07",0,43,16,2,-6
"Vera Lucia Julio Marques","CN","22-Oct-07",0,57,16,2,4
"Luis Nunes de Almeida Jr","Schiz","06-Aug-08",1,48,16,2,0
"Aída de Melo Coelho","Schiz","10-Oct-07",0,39,16,2,-2
"Isabela Sampaio","CN","29-Oct-07",0,36,16,2,6
"João Carlos Corrêa","CN","13-Mar-09",1,46,16,2,8
"Maria Teresa Vieira Portela","CN","19-Nov-09",0,71,16,2,-2
"Mario Mery de Mello","CN","17-Apr-08",1,59,16,2,2
"Daniela Lima Sanchez","CN","04-Jan-10",0,32,16,2,-2
"Murillo Barbosa Torres","CN","23-Oct-08",1,76,16,2,-6
"Myriam de Brito Corrêa","CN","13-Sep-07",0,66,16,2,0
"Rogerio de Oliveira Souza","CN","23-Jun-07",1,46,16,2,0
"Corine Suziki Ono","CN","02-May-08",0,39,16,2,4
"Altivo Vicente Portella","CN","04-Mar-10",1,76,16,2,-4
"Raimundo Brasil Barbosa Ferreira Filho","Schiz","01-Aug-07",1,47,16,2,-4
"Fátima Azevedo Ignácio","CN","14-Jun-07",0,43,16,3,18
"Luiz Paulo da Moita Lopes","CN","03-Nov-09",1,58,16,3,16
"Patricia Danza Greco","CN","04-Jan-08",0,26,16,3,14
"Marcus Vinícius Sant'Anna","CN","02-May-08",1,38,16,3,14
"Rodrigo Moura Fernandes","CN","17-Oct-07",1,36,16,3,20
"Luci Busnardo","CN","03-Jul-07",0,60,16,3,12
"Francisco Caldeira Egger","CN","11-Jun-07",1,45,16,3,14
"João Roberto Campos Elia","CN","13-Oct-08",1,40,16,3,12
"Sérgio Penfold","Schiz","09-Nov-07",1,44,16,3,10
"Neilton Nunes da Silva","CN","01-Feb-08",1,46,16,3,2
"Olga Benévolo","CN","29-Oct-07",0,69,16,3,18
"Karen Guerra Kadlec","CN","06-Nov-07",0,43,16,3,0
"Vera Lucia Julio Marques","CN","22-Oct-07",0,57,16,3,8
"Luis Nunes de Almeida Jr","Schiz","06-Aug-08",1,48,16,3,2
"Aída de Melo Coelho","Schiz","10-Oct-07",0,39,16,3,2
"Isabela Sampaio","CN","29-Oct-07",0,36,16,3,2
"João Carlos Corrêa","CN","13-Mar-09",1,46,16,3,-6
"Maria Teresa Vieira Portela","CN","19-Nov-09",0,71,16,3,2
"Mario Mery de Mello","CN","17-Apr-08",1,59,16,3,-4
"Daniela Lima Sanchez","CN","04-Jan-10",0,32,16,3,4
"Murillo Barbosa Torres","CN","23-Oct-08",1,76,16,3,-2
"Myriam de Brito Corrêa","CN","13-Sep-07",0,66,16,3,6
"Rogerio de Oliveira Souza","CN","23-Jun-07",1,46,16,3,-10
"Corine Suziki Ono","CN","02-May-08",0,39,16,3,-2
"Altivo Vicente Portella","CN","04-Mar-10",1,76,16,3,-2
"Raimundo Brasil Barbosa Ferreira Filho","Schiz","01-Aug-07",1,47,16,3,-16
"Fátima Azevedo Ignácio","CN","14-Jun-07",0,43,16,4,14
"Luiz Paulo da Moita Lopes","CN","03-Nov-09",1,58,16,4,16
"Patricia Danza Greco","CN","04-Jan-08",0,26,16,4,8
"Marcus Vinícius Sant'Anna","CN","02-May-08",1,38,16,4,20
"Rodrigo Moura Fernandes","CN","17-Oct-07",1,36,16,4,-6
"Luci Busnardo","CN","03-Jul-07",0,60,16,4,12
"Francisco Caldeira Egger","CN","11-Jun-07",1,45,16,4,6
"João Roberto Campos Elia","CN","13-Oct-08",1,40,16,4,8
"Sérgio Penfold","Schiz","09-Nov-07",1,44,16,4,8
"Neilton Nunes da Silva","CN","01-Feb-08",1,46,16,4,8
"Olga Benévolo","CN","29-Oct-07",0,69,16,4,2
"Karen Guerra Kadlec","CN","06-Nov-07",0,43,16,4,10
"Vera Lucia Julio Marques","CN","22-Oct-07",0,57,16,4,4
"Luis Nunes de Almeida Jr","Schiz","06-Aug-08",1,48,16,4,2
"Aída de Melo Coelho","Schiz","10-Oct-07",0,39,16,4,2
"Isabela Sampaio","CN","29-Oct-07",0,36,16,4,2
"João Carlos Corrêa","CN","13-Mar-09",1,46,16,4,2
"Maria Teresa Vieira Portela","CN","19-Nov-09",0,71,16,4,-2
"Mario Mery de Mello","CN","17-Apr-08",1,59,16,4,-2
"Daniela Lima Sanchez","CN","04-Jan-10",0,32,16,4,2
"Murillo Barbosa Torres","CN","23-Oct-08",1,76,16,4,-4
"Myriam de Brito Corrêa","CN","13-Sep-07",0,66,16,4,-6
"Rogerio de Oliveira Souza","CN","23-Jun-07",1,46,16,4,-4
"Corine Suziki Ono","CN","02-May-08",0,39,16,4,-14
"Altivo Vicente Portella","CN","04-Mar-10",1,76,16,4,0
"Raimundo Brasil Barbosa Ferreira Filho","Schiz","01-Aug-07",1,47,16,4,-12
"Fátima Azevedo Ignácio","CN","14-Jun-07",0,43,16,5,18
"Luiz Paulo da Moita Lopes","CN","03-Nov-09",1,58,16,5,20
"Patricia Danza Greco","CN","04-Jan-08",0,26,16,5,18
"Marcus Vinícius Sant'Anna","CN","02-May-08",1,38,16,5,12
"Rodrigo Moura Fernandes","CN","17-Oct-07",1,36,16,5,20
"Luci Busnardo","CN","03-Jul-07",0,60,16,5,12
"Francisco Caldeira Egger","CN","11-Jun-07",1,45,16,5,20
"João Roberto Campos Elia","CN","13-Oct-08",1,40,16,5,10
"Sérgio Penfold","Schiz","09-Nov-07",1,44,16,5,6
"Neilton Nunes da Silva","CN","01-Feb-08",1,46,16,5,2
"Olga Benévolo","CN","29-Oct-07",0,69,16,5,-2
"Karen Guerra Kadlec","CN","06-Nov-07",0,43,16,5,12
"Vera Lucia Julio Marques","CN","22-Oct-07",0,57,16,5,4
"Luis Nunes de Almeida Jr","Schiz","06-Aug-08",1,48,16,5,8
"Aída de Melo Coelho","Schiz","10-Oct-07",0,39,16,5,6
"Isabela Sampaio","CN","29-Oct-07",0,36,16,5,2
"João Carlos Corrêa","CN","13-Mar-09",1,46,16,5,4
"Maria Teresa Vieira Portela","CN","19-Nov-09",0,71,16,5,2
"Mario Mery de Mello","CN","17-Apr-08",1,59,16,5,6
"Daniela Lima Sanchez","CN","04-Jan-10",0,32,16,5,-2
"Murillo Barbosa Torres","CN","23-Oct-08",1,76,16,5,16
"Myriam de Brito Corrêa","CN","13-Sep-07",0,66,16,5,10
"Rogerio de Oliveira Souza","CN","23-Jun-07",1,46,16,5,14
"Corine Suziki Ono","CN","02-May-08",0,39,16,5,8
"Altivo Vicente Portella","CN","04-Mar-10",1,76,16,5,-14
"Raimundo Brasil Barbosa Ferreira Filho","Schiz","01-Aug-07",1,47,16,5,-6
"Philip Penn","CN","30-Nov-07",1,39,15,1,-20
"Rodson Moraes Lopes","CN","22-Jul-08",1,42,15,1,-4
"Carmem Lucia dos Santos Pinto","CN","04-Mar-10",0,60,15,1,4
"Luiz Paulo de Moura","CN","21-Jun-07",1,30,15,1,0
"Elsa Irma Invaldi dos Santos","CN","14-Jun-07",0,77,15,1,2
"Viviane Ignácio de Oliveira","CN","30-Aug-07",0,45,15,1,-8
"Rafael Modesto de Oliveira","CN","17-Jun-08",1,32,15,1,-8
"Aurian de Carvalho Lopes","CN","04-Mar-10",0,46,15,1,2
"Carlos Henrique Tafuri de Melo","CN","14-Apr-08",1,44,15,1,4
"Mariangela Faria de Souza Veiga","CN","08-Apr-08",0,29,15,1,10
"Marcio Carvalho Ximenes","CN","11-Nov-08",1,27,15,1,-2
"Paulo Raymundo de Souza Pedrosa","CN","07-May-08",1,54,15,1,-2
"Jessica de Lima Pereira","CN","25-Feb-10",0,25,15,1,2
"Irani Maria de Lima Pereira","CN","25-Feb-10",0,66,15,1,-2
"José Willys de Sá Garcia","CN","08-Aug-07",1,48,15,1,-2
"Débora Oliveira Lima","CN","22-Aug-07",0,31,15,1,0
"Gabriel Willcox Furley","CN","13-Mar-10",1,33,15,1,4
"João Henrique Serrão","CN","06-Dec-07",1,35,15,1,-4
"Esther Arotchas","Schiz","05-Oct-07",0,44,15,1,-12
"Cristina Almeida Musco Arruda","CN","30-Oct-07",0,44,15,1,-4
"Roberta Machado Vieira","CN","01-Aug-07",0,25,15,1,0
"Guilherme Linhares Cesar","Schiz","22-Jun-07",1,37,15,1,2
"Elza Regina Granjeiro Castro","CN","14-Jun-07",0,73,15,1,-2
"João Salvador Veríssimo","CN","21-Jul-10",1,55,15,1,-8
"Philip Penn","CN","30-Nov-07",1,39,15,2,16
"Rodson Moraes Lopes","CN","22-Jul-08",1,42,15,2,10
"Carmem Lucia dos Santos Pinto","CN","04-Mar-10",0,60,15,2,12
"Luiz Paulo de Moura","CN","21-Jun-07",1,30,15,2,0
"Elsa Irma Invaldi dos Santos","CN","14-Jun-07",0,77,15,2,-4
"Viviane Ignácio de Oliveira","CN","30-Aug-07",0,45,15,2,6
"Rafael Modesto de Oliveira","CN","17-Jun-08",1,32,15,2,6
"Aurian de Carvalho Lopes","CN","04-Mar-10",0,46,15,2,0
"Carlos Henrique Tafuri de Melo","CN","14-Apr-08",1,44,15,2,6
"Mariangela Faria de Souza Veiga","CN","08-Apr-08",0,29,15,2,-6
"Marcio Carvalho Ximenes","CN","11-Nov-08",1,27,15,2,0
"Paulo Raymundo de Souza Pedrosa","CN","07-May-08",1,54,15,2,4
"Jessica de Lima Pereira","CN","25-Feb-10",0,25,15,2,2
"Irani Maria de Lima Pereira","CN","25-Feb-10",0,66,15,2,2
"José Willys de Sá Garcia","CN","08-Aug-07",1,48,15,2,2
"Débora Oliveira Lima","CN","22-Aug-07",0,31,15,2,-8
"Gabriel Willcox Furley","CN","13-Mar-10",1,33,15,2,-6
"João Henrique Serrão","CN","06-Dec-07",1,35,15,2,2
"Esther Arotchas","Schiz","05-Oct-07",0,44,15,2,0
"Cristina Almeida Musco Arruda","CN","30-Oct-07",0,44,15,2,2
"Roberta Machado Vieira","CN","01-Aug-07",0,25,15,2,-8
"Guilherme Linhares Cesar","Schiz","22-Jun-07",1,37,15,2,-2
"Elza Regina Granjeiro Castro","CN","14-Jun-07",0,73,15,2,2
"João Salvador Veríssimo","CN","21-Jul-10",1,55,15,2,-2
"Philip Penn","CN","30-Nov-07",1,39,15,3,20
"Rodson Moraes Lopes","CN","22-Jul-08",1,42,15,3,8
"Carmem Lucia dos Santos Pinto","CN","04-Mar-10",0,60,15,3,6
"Luiz Paulo de Moura","CN","21-Jun-07",1,30,15,3,0
"Elsa Irma Invaldi dos Santos","CN","14-Jun-07",0,77,15,3,12
"Viviane Ignácio de Oliveira","CN","30-Aug-07",0,45,15,3,0
"Rafael Modesto de Oliveira","CN","17-Jun-08",1,32,15,3,6
"Aurian de Carvalho Lopes","CN","04-Mar-10",0,46,15,3,4
"Carlos Henrique Tafuri de Melo","CN","14-Apr-08",1,44,15,3,-2
"Mariangela Faria de Souza Veiga","CN","08-Apr-08",0,29,15,3,4
"Marcio Carvalho Ximenes","CN","11-Nov-08",1,27,15,3,4
"Paulo Raymundo de Souza Pedrosa","CN","07-May-08",1,54,15,3,0
"Jessica de Lima Pereira","CN","25-Feb-10",0,25,15,3,4
"Irani Maria de Lima Pereira","CN","25-Feb-10",0,66,15,3,0
"José Willys de Sá Garcia","CN","08-Aug-07",1,48,15,3,6
"Débora Oliveira Lima","CN","22-Aug-07",0,31,15,3,2
"Gabriel Willcox Furley","CN","13-Mar-10",1,33,15,3,20
"João Henrique Serrão","CN","06-Dec-07",1,35,15,3,4
"Esther Arotchas","Schiz","05-Oct-07",0,44,15,3,-2
"Cristina Almeida Musco Arruda","CN","30-Oct-07",0,44,15,3,0
"Roberta Machado Vieira","CN","01-Aug-07",0,25,15,3,-2
"Guilherme Linhares Cesar","Schiz","22-Jun-07",1,37,15,3,2
"Elza Regina Granjeiro Castro","CN","14-Jun-07",0,73,15,3,0
"João Salvador Veríssimo","CN","21-Jul-10",1,55,15,3,-10
"Philip Penn","CN","30-Nov-07",1,39,15,4,20
"Rodson Moraes Lopes","CN","22-Jul-08",1,42,15,4,20
"Carmem Lucia dos Santos Pinto","CN","04-Mar-10",0,60,15,4,2
"Luiz Paulo de Moura","CN","21-Jun-07",1,30,15,4,18
"Elsa Irma Invaldi dos Santos","CN","14-Jun-07",0,77,15,4,12
"Viviane Ignácio de Oliveira","CN","30-Aug-07",0,45,15,4,12
"Rafael Modesto de Oliveira","CN","17-Jun-08",1,32,15,4,6
"Aurian de Carvalho Lopes","CN","04-Mar-10",0,46,15,4,4
"Carlos Henrique Tafuri de Melo","CN","14-Apr-08",1,44,15,4,8
"Mariangela Faria de Souza Veiga","CN","08-Apr-08",0,29,15,4,-2
"Marcio Carvalho Ximenes","CN","11-Nov-08",1,27,15,4,0
"Paulo Raymundo de Souza Pedrosa","CN","07-May-08",1,54,15,4,2
"Jessica de Lima Pereira","CN","25-Feb-10",0,25,15,4,2
"Irani Maria de Lima Pereira","CN","25-Feb-10",0,66,15,4,2
"José Willys de Sá Garcia","CN","08-Aug-07",1,48,15,4,-4
"Débora Oliveira Lima","CN","22-Aug-07",0,31,15,4,-4
"Gabriel Willcox Furley","CN","13-Mar-10",1,33,15,4,-6
"João Henrique Serrão","CN","06-Dec-07",1,35,15,4,-4
"Esther Arotchas","Schiz","05-Oct-07",0,44,15,4,-6
"Cristina Almeida Musco Arruda","CN","30-Oct-07",0,44,15,4,-2
"Roberta Machado Vieira","CN","01-Aug-07",0,25,15,4,2
"Guilherme Linhares Cesar","Schiz","22-Jun-07",1,37,15,4,0
"Elza Regina Granjeiro Castro","CN","14-Jun-07",0,73,15,4,-6
"João Salvador Veríssimo","CN","21-Jul-10",1,55,15,4,-6
"Philip Penn","CN","30-Nov-07",1,39,15,5,20
"Rodson Moraes Lopes","CN","22-Jul-08",1,42,15,5,20
"Carmem Lucia dos Santos Pinto","CN","04-Mar-10",0,60,15,5,2
"Luiz Paulo de Moura","CN","21-Jun-07",1,30,15,5,6
"Elsa Irma Invaldi dos Santos","CN","14-Jun-07",0,77,15,5,0
"Viviane Ignácio de Oliveira","CN","30-Aug-07",0,45,15,5,12
"Rafael Modesto de Oliveira","CN","17-Jun-08",1,32,15,5,8
"Aurian de Carvalho Lopes","CN","04-Mar-10",0,46,15,5,4
"Carlos Henrique Tafuri de Melo","CN","14-Apr-08",1,44,15,5,-2
"Mariangela Faria de Souza Veiga","CN","08-Apr-08",0,29,15,5,4
"Marcio Carvalho Ximenes","CN","11-Nov-08",1,27,15,5,6
"Paulo Raymundo de Souza Pedrosa","CN","07-May-08",1,54,15,5,4
"Jessica de Lima Pereira","CN","25-Feb-10",0,25,15,5,-4
"Irani Maria de Lima Pereira","CN","25-Feb-10",0,66,15,5,2
"José Willys de Sá Garcia","CN","08-Aug-07",1,48,15,5,0
"Débora Oliveira Lima","CN","22-Aug-07",0,31,15,5,10
"Gabriel Willcox Furley","CN","13-Mar-10",1,33,15,5,-12
"João Henrique Serrão","CN","06-Dec-07",1,35,15,5,-2
"Esther Arotchas","Schiz","05-Oct-07",0,44,15,5,16
"Cristina Almeida Musco Arruda","CN","30-Oct-07",0,44,15,5,-2
"Roberta Machado Vieira","CN","01-Aug-07",0,25,15,5,2
"Guilherme Linhares Cesar","Schiz","22-Jun-07",1,37,15,5,-10
"Elza Regina Granjeiro Castro","CN","14-Jun-07",0,73,15,5,-6
"João Salvador Veríssimo","CN","21-Jul-10",1,55,15,5,10
"Rúbio Enéas Areal","Schiz","18-Dec-07",1,24,14,1,-6
"Paulo Sérgio Miranda Marques","CN","31-Aug-07",1,44,14,1,-12
"Claudia Regina de Araujo Alves","CN","25-Feb-10",0,21,14,1,-6
"Rúbio Enéas Areal","Schiz","18-Dec-07",1,24,14,2,2
"Paulo Sérgio Miranda Marques","CN","31-Aug-07",1,44,14,2,4
"Claudia Regina de Araujo Alves","CN","25-Feb-10",0,21,14,2,-4
"Rúbio Enéas Areal","Schiz","18-Dec-07",1,24,14,3,6
"Paulo Sérgio Miranda Marques","CN","31-Aug-07",1,44,14,3,0
"Claudia Regina de Araujo Alves","CN","25-Feb-10",0,21,14,3,-2
"Rúbio Enéas Areal","Schiz","18-Dec-07",1,24,14,4,8
"Paulo Sérgio Miranda Marques","CN","31-Aug-07",1,44,14,4,8
"Claudia Regina de Araujo Alves","CN","25-Feb-10",0,21,14,4,-8
"Rúbio Enéas Areal","Schiz","18-Dec-07",1,24,14,5,12
"Paulo Sérgio Miranda Marques","CN","31-Aug-07",1,44,14,5,10
"Claudia Regina de Araujo Alves","CN","25-Feb-10",0,21,14,5,8
"Bruno Braga Garcia","CN","12-Nov-10",1,21,13,1,0
"Andre Weitz","Schiz","03-Dec-07",1,35,13,1,-10
"Eduardo Gusmão de Oliveira Abreu","CN","09-Jul-07",1,21,13,1,2
"Maria Dilma Belmiro de Souza","CN","15-Jun-09",0,58,13,1,0
"Bruno Braga Garcia","CN","12-Nov-10",1,21,13,2,-2
"Andre Weitz","Schiz","03-Dec-07",1,35,13,2,16
"Eduardo Gusmão de Oliveira Abreu","CN","09-Jul-07",1,21,13,2,0
"Maria Dilma Belmiro de Souza","CN","15-Jun-09",0,58,13,2,-6
"Bruno Braga Garcia","CN","12-Nov-10",1,21,13,3,20
"Andre Weitz","Schiz","03-Dec-07",1,35,13,3,-2
"Eduardo Gusmão de Oliveira Abreu","CN","09-Jul-07",1,21,13,3,2
"Maria Dilma Belmiro de Souza","CN","15-Jun-09",0,58,13,3,-12
"Bruno Braga Garcia","CN","12-Nov-10",1,21,13,4,20
"Andre Weitz","Schiz","03-Dec-07",1,35,13,4,10
"Eduardo Gusmão de Oliveira Abreu","CN","09-Jul-07",1,21,13,4,2
"Maria Dilma Belmiro de Souza","CN","15-Jun-09",0,58,13,4,-4
"Bruno Braga Garcia","CN","12-Nov-10",1,21,13,5,20
"Andre Weitz","Schiz","03-Dec-07",1,35,13,5,10
"Eduardo Gusmão de Oliveira Abreu","CN","09-Jul-07",1,21,13,5,-4
"Maria Dilma Belmiro de Souza","CN","15-Jun-09",0,58,13,5,4
"Alexandre Costa de Almeida","Schiz","21-Dec-07",1,45,12,1,0
"Simony de Sousa Maiolini","CN","25-Jun-09",0,25,12,1,-8
"Simony de Sousa Pereira Maiolini","CN","25-Jun-09",0,25,12,1,-8
"Siomar Coutinho","Schiz","14-Sep-07",1,46,12,1,0
"Cid Prado Amaral Jr","Schiz","14-Sep-07",1,57,12,1,0
"Simon Arotchas","Schiz","10-Sep-07",1,46,12,1,-6
"Alexandre Costa de Almeida","Schiz","21-Dec-07",1,45,12,2,12
"Simony de Sousa Maiolini","CN","25-Jun-09",0,25,12,2,10
"Simony de Sousa Pereira Maiolini","CN","25-Jun-09",0,25,12,2,10
"Siomar Coutinho","Schiz","14-Sep-07",1,46,12,2,0
"Cid Prado Amaral Jr","Schiz","14-Sep-07",1,57,12,2,0
"Simon Arotchas","Schiz","10-Sep-07",1,46,12,2,0
"Alexandre Costa de Almeida","Schiz","21-Dec-07",1,45,12,3,12
"Simony de Sousa Maiolini","CN","25-Jun-09",0,25,12,3,4
"Simony de Sousa Pereira Maiolini","CN","25-Jun-09",0,25,12,3,4
"Siomar Coutinho","Schiz","14-Sep-07",1,46,12,3,0
"Cid Prado Amaral Jr","Schiz","14-Sep-07",1,57,12,3,-2
"Simon Arotchas","Schiz","10-Sep-07",1,46,12,3,-6
"Alexandre Costa de Almeida","Schiz","21-Dec-07",1,45,12,4,20
"Simony de Sousa Maiolini","CN","25-Jun-09",0,25,12,4,4
"Simony de Sousa Pereira Maiolini","CN","25-Jun-09",0,25,12,4,4
"Siomar Coutinho","Schiz","14-Sep-07",1,46,12,4,2
"Cid Prado Amaral Jr","Schiz","14-Sep-07",1,57,12,4,0
"Simon Arotchas","Schiz","10-Sep-07",1,46,12,4,0
"Alexandre Costa de Almeida","Schiz","21-Dec-07",1,45,12,5,14
"Simony de Sousa Maiolini","CN","25-Jun-09",0,25,12,5,2
"Simony de Sousa Pereira Maiolini","CN","25-Jun-09",0,25,12,5,2
"Siomar Coutinho","Schiz","14-Sep-07",1,46,12,5,0
"Cid Prado Amaral Jr","Schiz","14-Sep-07",1,57,12,5,0
"Simon Arotchas","Schiz","10-Sep-07",1,46,12,5,-4
"Rafael Almeida Bacellar","CN","30-Aug-07",1,20,11,1,4
"Alexandre Monteiro Prado","Schiz","03-Sep-07",1,34,11,1,-4
"J Barata","CN","17-Apr-09",1,76,11,1,-6
"Márcio Zimbrão de Oliveira","CN","29-Feb-08",1,28,11,1,0
"Marcos Alcenir","Schiz","26-Sep-07",1,45,11,1,-6
"Darcy Paulo Teixeira da Rocha Jr.","Schiz","29-Jun-07",1,45,11,1,-2
"Ana Maria Afonso Santos","CN","11-Mar-10",0,61,11,1,4
"Wilma Bettamio","CN","14-Jun-07",0,65,11,1,0
"Isaías Rodrigues dos Santos Filho","Schiz","30-Apr-08",1,62,11,1,0
"Jeff Langer","Schiz","06-Aug-07",1,34,11,1,-10
"Renato Barbosa da Cunha","Schiz","03-Sep-07",1,26,11,1,-8
"Ana Lucia Tenório de Souza","CN","31-Oct-07",0,29,11,1,2
"Maria de Fátima Vianna","CN","10-Mar-08",0,49,11,1,-4
"Alzireth Borges Arruda","Schiz","10-Oct-07",0,59,11,1,2
"Marcelo Azevedo Clós","Schiz","15-Aug-07",1,32,11,1,-2
"Márcio Martinho","Schiz","29-Jun-07",1,49,11,1,0
"Nayãna Lopes da Silva","CN","28-Sep-07",0,18,11,1,0
"Alexandre da Silva Antunes","Schiz","22-Aug-07",1,38,11,1,0
"Maria da Gloria Lopes de Araujo","Schiz","03-Sep-07",0,47,11,1,-2
"Luiz Roberto Lopes de Araujo","CN","30-Sep-10",1,68,11,1,-2
"Carlos Alberto de Andrade","Schiz","20-Jul-07",1,52,11,1,-2
"Amarilis Lopes Machado Pinho","CN","12-Nov-07",0,64,11,1,-2
"Elisio de Jesus","CN","04-Jul-07",1,46,11,1,-4
"Willis Cozics Bouza","CN","06-Nov-07",1,44,11,1,4
"Ricardo Menna Barreto Monclaro","Schiz","31-Aug-07",1,50,11,1,-4
"Sergio Astigarreta Loureiro","Schiz","30-Jan-08",1,50,11,1,-6
"Miguel Maurício Chiaradia","Schiz","03-Jul-07",1,46,11,1,-10
"Rafael Almeida Bacellar","CN","30-Aug-07",1,20,11,2,4
"Alexandre Monteiro Prado","Schiz","03-Sep-07",1,34,11,2,16
"J Barata","CN","17-Apr-09",1,76,11,2,12
"Márcio Zimbrão de Oliveira","CN","29-Feb-08",1,28,11,2,2
"Marcos Alcenir","Schiz","26-Sep-07",1,45,11,2,6
"Darcy Paulo Teixeira da Rocha Jr.","Schiz","29-Jun-07",1,45,11,2,4
"Ana Maria Afonso Santos","CN","11-Mar-10",0,61,11,2,2
"Wilma Bettamio","CN","14-Jun-07",0,65,11,2,4
"Isaías Rodrigues dos Santos Filho","Schiz","30-Apr-08",1,62,11,2,2
"Jeff Langer","Schiz","06-Aug-07",1,34,11,2,-2
"Renato Barbosa da Cunha","Schiz","03-Sep-07",1,26,11,2,2
"Ana Lucia Tenório de Souza","CN","31-Oct-07",0,29,11,2,2
"Maria de Fátima Vianna","CN","10-Mar-08",0,49,11,2,0
"Alzireth Borges Arruda","Schiz","10-Oct-07",0,59,11,2,-2
"Marcelo Azevedo Clós","Schiz","15-Aug-07",1,32,11,2,2
"Márcio Martinho","Schiz","29-Jun-07",1,49,11,2,4
"Nayãna Lopes da Silva","CN","28-Sep-07",0,18,11,2,0
"Alexandre da Silva Antunes","Schiz","22-Aug-07",1,38,11,2,2
"Maria da Gloria Lopes de Araujo","Schiz","03-Sep-07",0,47,11,2,-2
"Luiz Roberto Lopes de Araujo","CN","30-Sep-10",1,68,11,2,2
"Carlos Alberto de Andrade","Schiz","20-Jul-07",1,52,11,2,0
"Amarilis Lopes Machado Pinho","CN","12-Nov-07",0,64,11,2,-4
"Elisio de Jesus","CN","04-Jul-07",1,46,11,2,0
"Willis Cozics Bouza","CN","06-Nov-07",1,44,11,2,4
"Ricardo Menna Barreto Monclaro","Schiz","31-Aug-07",1,50,11,2,-4
"Sergio Astigarreta Loureiro","Schiz","30-Jan-08",1,50,11,2,-2
"Miguel Maurício Chiaradia","Schiz","03-Jul-07",1,46,11,2,-10
"Rafael Almeida Bacellar","CN","30-Aug-07",1,20,11,3,20
"Alexandre Monteiro Prado","Schiz","03-Sep-07",1,34,11,3,4
"J Barata","CN","17-Apr-09",1,76,11,3,2
"Márcio Zimbrão de Oliveira","CN","29-Feb-08",1,28,11,3,10
"Marcos Alcenir","Schiz","26-Sep-07",1,45,11,3,6
"Darcy Paulo Teixeira da Rocha Jr.","Schiz","29-Jun-07",1,45,11,3,0
"Ana Maria Afonso Santos","CN","11-Mar-10",0,61,11,3,2
"Wilma Bettamio","CN","14-Jun-07",0,65,11,3,6
"Isaías Rodrigues dos Santos Filho","Schiz","30-Apr-08",1,62,11,3,0
"Jeff Langer","Schiz","06-Aug-07",1,34,11,3,8
"Renato Barbosa da Cunha","Schiz","03-Sep-07",1,26,11,3,6
"Ana Lucia Tenório de Souza","CN","31-Oct-07",0,29,11,3,2
"Maria de Fátima Vianna","CN","10-Mar-08",0,49,11,3,2
"Alzireth Borges Arruda","Schiz","10-Oct-07",0,59,11,3,-2
"Marcelo Azevedo Clós","Schiz","15-Aug-07",1,32,11,3,-2
"Márcio Martinho","Schiz","29-Jun-07",1,49,11,3,0
"Nayãna Lopes da Silva","CN","28-Sep-07",0,18,11,3,-2
"Alexandre da Silva Antunes","Schiz","22-Aug-07",1,38,11,3,-4
"Maria da Gloria Lopes de Araujo","Schiz","03-Sep-07",0,47,11,3,-2
"Luiz Roberto Lopes de Araujo","CN","30-Sep-10",1,68,11,3,-2
"Carlos Alberto de Andrade","Schiz","20-Jul-07",1,52,11,3,0
"Amarilis Lopes Machado Pinho","CN","12-Nov-07",0,64,11,3,-6
"Elisio de Jesus","CN","04-Jul-07",1,46,11,3,-4
"Willis Cozics Bouza","CN","06-Nov-07",1,44,11,3,-4
"Ricardo Menna Barreto Monclaro","Schiz","31-Aug-07",1,50,11,3,2
"Sergio Astigarreta Loureiro","Schiz","30-Jan-08",1,50,11,3,-2
"Miguel Maurício Chiaradia","Schiz","03-Jul-07",1,46,11,3,-2
"Rafael Almeida Bacellar","CN","30-Aug-07",1,20,11,4,12
"Alexandre Monteiro Prado","Schiz","03-Sep-07",1,34,11,4,12
"J Barata","CN","17-Apr-09",1,76,11,4,10
"Márcio Zimbrão de Oliveira","CN","29-Feb-08",1,28,11,4,2
"Marcos Alcenir","Schiz","26-Sep-07",1,45,11,4,6
"Darcy Paulo Teixeira da Rocha Jr.","Schiz","29-Jun-07",1,45,11,4,10
"Ana Maria Afonso Santos","CN","11-Mar-10",0,61,11,4,4
"Wilma Bettamio","CN","14-Jun-07",0,65,11,4,-2
"Isaías Rodrigues dos Santos Filho","Schiz","30-Apr-08",1,62,11,4,0
"Jeff Langer","Schiz","06-Aug-07",1,34,11,4,2
"Renato Barbosa da Cunha","Schiz","03-Sep-07",1,26,11,4,-12
"Ana Lucia Tenório de Souza","CN","31-Oct-07",0,29,11,4,2
"Maria de Fátima Vianna","CN","10-Mar-08",0,49,11,4,2
"Alzireth Borges Arruda","Schiz","10-Oct-07",0,59,11,4,0
"Marcelo Azevedo Clós","Schiz","15-Aug-07",1,32,11,4,0
"Márcio Martinho","Schiz","29-Jun-07",1,49,11,4,2
"Nayãna Lopes da Silva","CN","28-Sep-07",0,18,11,4,-4
"Alexandre da Silva Antunes","Schiz","22-Aug-07",1,38,11,4,0
"Maria da Gloria Lopes de Araujo","Schiz","03-Sep-07",0,47,11,4,0
"Luiz Roberto Lopes de Araujo","CN","30-Sep-10",1,68,11,4,-10
"Carlos Alberto de Andrade","Schiz","20-Jul-07",1,52,11,4,2
"Amarilis Lopes Machado Pinho","CN","12-Nov-07",0,64,11,4,2
"Elisio de Jesus","CN","04-Jul-07",1,46,11,4,0
"Willis Cozics Bouza","CN","06-Nov-07",1,44,11,4,4
"Ricardo Menna Barreto Monclaro","Schiz","31-Aug-07",1,50,11,4,-6
"Sergio Astigarreta Loureiro","Schiz","30-Jan-08",1,50,11,4,0
"Miguel Maurício Chiaradia","Schiz","03-Jul-07",1,46,11,4,8
"Rafael Almeida Bacellar","CN","30-Aug-07",1,20,11,5,14
"Alexandre Monteiro Prado","Schiz","03-Sep-07",1,34,11,5,14
"J Barata","CN","17-Apr-09",1,76,11,5,6
"Márcio Zimbrão de Oliveira","CN","29-Feb-08",1,28,11,5,6
"Marcos Alcenir","Schiz","26-Sep-07",1,45,11,5,6
"Darcy Paulo Teixeira da Rocha Jr.","Schiz","29-Jun-07",1,45,11,5,2
"Ana Maria Afonso Santos","CN","11-Mar-10",0,61,11,5,-4
"Wilma Bettamio","CN","14-Jun-07",0,65,11,5,-2
"Isaías Rodrigues dos Santos Filho","Schiz","30-Apr-08",1,62,11,5,0
"Jeff Langer","Schiz","06-Aug-07",1,34,11,5,2
"Renato Barbosa da Cunha","Schiz","03-Sep-07",1,26,11,5,12
"Ana Lucia Tenório de Souza","CN","31-Oct-07",0,29,11,5,-10
"Maria de Fátima Vianna","CN","10-Mar-08",0,49,11,5,-4
"Alzireth Borges Arruda","Schiz","10-Oct-07",0,59,11,5,-2
"Marcelo Azevedo Clós","Schiz","15-Aug-07",1,32,11,5,-2
"Márcio Martinho","Schiz","29-Jun-07",1,49,11,5,-10
"Nayãna Lopes da Silva","CN","28-Sep-07",0,18,11,5,0
"Alexandre da Silva Antunes","Schiz","22-Aug-07",1,38,11,5,-4
"Maria da Gloria Lopes de Araujo","Schiz","03-Sep-07",0,47,11,5,0
"Luiz Roberto Lopes de Araujo","CN","30-Sep-10",1,68,11,5,4
"Carlos Alberto de Andrade","Schiz","20-Jul-07",1,52,11,5,-8
"Amarilis Lopes Machado Pinho","CN","12-Nov-07",0,64,11,5,0
"Elisio de Jesus","CN","04-Jul-07",1,46,11,5,-2
"Willis Cozics Bouza","CN","06-Nov-07",1,44,11,5,-18
"Ricardo Menna Barreto Monclaro","Schiz","31-Aug-07",1,50,11,5,2
"Sergio Astigarreta Loureiro","Schiz","30-Jan-08",1,50,11,5,0
"Miguel Maurício Chiaradia","Schiz","03-Jul-07",1,46,11,5,0
"Naira Belo de Oliveira Silva","CN","05-Nov-09",0,20,10,1,0
"Carlos Alberto Gonçalves Ferreira","Schiz","12-Mar-08",1,31,10,1,2
"André Teles Mattos","Schiz","31-Aug-07",1,20,10,1,-10
"Amilson Machado","CN","20-Jun-08",1,56,10,1,0
"Gabriela Mazzei","CN","06-Jun-07",0,21,10,1,-8
"Naira Belo de Oliveira Silva","CN","05-Nov-09",0,20,10,2,2
"Carlos Alberto Gonçalves Ferreira","Schiz","12-Mar-08",1,31,10,2,2
"André Teles Mattos","Schiz","31-Aug-07",1,20,10,2,8
"Amilson Machado","CN","20-Jun-08",1,56,10,2,-6
"Gabriela Mazzei","CN","06-Jun-07",0,21,10,2,-4
"Naira Belo de Oliveira Silva","CN","05-Nov-09",0,20,10,3,-2
"Carlos Alberto Gonçalves Ferreira","Schiz","12-Mar-08",1,31,10,3,-2
"André Teles Mattos","Schiz","31-Aug-07",1,20,10,3,-2
"Amilson Machado","CN","20-Jun-08",1,56,10,3,-2
"Gabriela Mazzei","CN","06-Jun-07",0,21,10,3,0
"Naira Belo de Oliveira Silva","CN","05-Nov-09",0,20,10,4,10
"Carlos Alberto Gonçalves Ferreira","Schiz","12-Mar-08",1,31,10,4,0
"André Teles Mattos","Schiz","31-Aug-07",1,20,10,4,0
"Amilson Machado","CN","20-Jun-08",1,56,10,4,-4
"Gabriela Mazzei","CN","06-Jun-07",0,21,10,4,0
"Naira Belo de Oliveira Silva","CN","05-Nov-09",0,20,10,5,-4
"Carlos Alberto Gonçalves Ferreira","Schiz","12-Mar-08",1,31,10,5,4
"André Teles Mattos","Schiz","31-Aug-07",1,20,10,5,6
"Amilson Machado","CN","20-Jun-08",1,56,10,5,2
"Gabriela Mazzei","CN","06-Jun-07",0,21,10,5,0
"Carlos Andre Souza da Silva","Schiz","19-Sep-07",1,37,9,1,0
"Carlos Andre Souza da Silva","Schiz","19-Sep-07",1,37,9,2,-4
"Carlos Andre Souza da Silva","Schiz","19-Sep-07",1,37,9,3,2
"Carlos Andre Souza da Silva","Schiz","19-Sep-07",1,37,9,4,0
"Carlos Andre Souza da Silva","Schiz","19-Sep-07",1,37,9,5,-2
"Rosemary Nunes da Rocha Gosende","CN","07-Mar-08",0,67,8,1,2
"Theresinha Kós","CN","05-Jun-07",0,75,8,1,2
"Anderson José da Veiga","Schiz","17-Aug-07",1,35,8,1,-4
"Paulo Henrique Salles","CN","11-Nov-09",1,44,8,1,-4
"Ione Gomes de Souza","CN","15-Apr-09",0,76,8,1,-2
"Zorilda Sales Andrade","CN","19-Nov-09",0,82,8,1,2
"Joenia Mendonca Barcellos","CN","04-Mar-10",0,44,8,1,-2
"Márcio Caldeira Egger","Schiz","26-Sep-07",1,43,8,1,20
"Rosemary Nunes da Rocha Gosende","CN","07-Mar-08",0,67,8,2,8
"Theresinha Kós","CN","05-Jun-07",0,75,8,2,-4
"Anderson José da Veiga","Schiz","17-Aug-07",1,35,8,2,0
"Paulo Henrique Salles","CN","11-Nov-09",1,44,8,2,2
"Ione Gomes de Souza","CN","15-Apr-09",0,76,8,2,0
"Zorilda Sales Andrade","CN","19-Nov-09",0,82,8,2,0
"Joenia Mendonca Barcellos","CN","04-Mar-10",0,44,8,2,-2
"Márcio Caldeira Egger","Schiz","26-Sep-07",1,43,8,2,-2
"Rosemary Nunes da Rocha Gosende","CN","07-Mar-08",0,67,8,3,10
"Theresinha Kós","CN","05-Jun-07",0,75,8,3,2
"Anderson José da Veiga","Schiz","17-Aug-07",1,35,8,3,-2
"Paulo Henrique Salles","CN","11-Nov-09",1,44,8,3,4
"Ione Gomes de Souza","CN","15-Apr-09",0,76,8,3,2
"Zorilda Sales Andrade","CN","19-Nov-09",0,82,8,3,2
"Joenia Mendonca Barcellos","CN","04-Mar-10",0,44,8,3,2
"Márcio Caldeira Egger","Schiz","26-Sep-07",1,43,8,3,-16
"Rosemary Nunes da Rocha Gosende","CN","07-Mar-08",0,67,8,4,8
"Theresinha Kós","CN","05-Jun-07",0,75,8,4,4
"Anderson José da Veiga","Schiz","17-Aug-07",1,35,8,4,4
"Paulo Henrique Salles","CN","11-Nov-09",1,44,8,4,0
"Ione Gomes de Souza","CN","15-Apr-09",0,76,8,4,0
"Zorilda Sales Andrade","CN","19-Nov-09",0,82,8,4,-4
"Joenia Mendonca Barcellos","CN","04-Mar-10",0,44,8,4,-6
"Márcio Caldeira Egger","Schiz","26-Sep-07",1,43,8,4,-14
"Rosemary Nunes da Rocha Gosende","CN","07-Mar-08",0,67,8,5,16
"Theresinha Kós","CN","05-Jun-07",0,75,8,5,0
"Anderson José da Veiga","Schiz","17-Aug-07",1,35,8,5,4
"Paulo Henrique Salles","CN","11-Nov-09",1,44,8,5,-2
"Ione Gomes de Souza","CN","15-Apr-09",0,76,8,5,-2
"Zorilda Sales Andrade","CN","19-Nov-09",0,82,8,5,-4
"Joenia Mendonca Barcellos","CN","04-Mar-10",0,44,8,5,0
"Márcio Caldeira Egger","Schiz","26-Sep-07",1,43,8,5,-6
"Geralda Antonia de Oliveira","CN","11-Mar-10",0,62,6,1,-8
"Giovanna Berni","CN","03-Aug-07",0,13,6,1,-2
"Maria Odete Correia Lopes","CN","17-Aug-07",0,62,6,1,-2
"Geralda Antonia de Oliveira","CN","11-Mar-10",0,62,6,2,-6
"Giovanna Berni","CN","03-Aug-07",0,13,6,2,12
"Maria Odete Correia Lopes","CN","17-Aug-07",0,62,6,2,-6
"Geralda Antonia de Oliveira","CN","11-Mar-10",0,62,6,3,10
"Giovanna Berni","CN","03-Aug-07",0,13,6,3,10
"Maria Odete Correia Lopes","CN","17-Aug-07",0,62,6,3,-8
"Geralda Antonia de Oliveira","CN","11-Mar-10",0,62,6,4,18
"Giovanna Berni","CN","03-Aug-07",0,13,6,4,4
"Maria Odete Correia Lopes","CN","17-Aug-07",0,62,6,4,-6
"Geralda Antonia de Oliveira","CN","11-Mar-10",0,62,6,5,14
"Giovanna Berni","CN","03-Aug-07",0,13,6,5,-2
"Maria Odete Correia Lopes","CN","17-Aug-07",0,62,6,5,-6
"Viktor Rotgarius","CN","23-Jun-07",1,11,5,1,-2
"Viktor Rotgarius","CN","23-Jun-07",1,11,5,2,-4
"Viktor Rotgarius","CN","23-Jun-07",1,11,5,3,8
"Viktor Rotgarius","CN","23-Jun-07",1,11,5,4,2
"Viktor Rotgarius","CN","23-Jun-07",1,11,5,5,2
"Joseli Doris Cruz","CN","25-Feb-10",0,62,4,1,-8
"Joseli Doris Cruz","CN","25-Feb-10",0,62,4,2,-8
"Joseli Doris Cruz","CN","25-Feb-10",0,62,4,3,-18
"Joseli Doris Cruz","CN","25-Feb-10",0,62,4,4,-2
"Joseli Doris Cruz","CN","25-Feb-10",0,62,4,5,8
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