Mplus DEVELOPMENT (Mpdev 9/4/2025, Build 2)
MUTHEN & MUTHEN
09/05/2025   9:34 AM

INPUT INSTRUCTIONS

  Title:
      Regular LTA on u1-u12

      Entropy = 0.653.

  data:
      file =  LTAdistalN2K.dat;

  variable:
      NAMES = u1-u12 x1 y1 y2 x2 y3 x3 class1 class2;
      usev = u1-u12;
      missing = ALL(999);

      classes  = c1(3) c2(3);

      categorical = u1-u12;


  analysis:
      type = mixture;

      starts = 40 10;

  model:

     %overall%

     c2 on c1;


    Model C1:
    %C1#1%
    [u1$1-u6$1] (1-6);


    %C1#2%
    [u1$1-u6$1] (11-16);


    %C1#3%
    [u1$1-u6$1] (21-26);



    Model C2:
    %C2#1%
    [u7$1-u12$1] (1-6);

    %C2#2%
    [u7$1-u12$1] (11-16);


    %C2#3%
    [u7$1-u12$1] (21-26);

  output:
      tech15;





INPUT READING TERMINATED NORMALLY




Regular LTA on u1-u12

Entropy = 0.653.

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        2000

Number of dependent variables                                   12
Number of independent variables                                  0
Number of continuous latent variables                            0
Number of categorical latent variables                           2

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U1          U2          U3          U4          U5          U6
   U7          U8          U9          U10         U11         U12

Categorical latent variables
   C1          C2


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-06
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-05
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent Variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03
Optimization algorithm                                         EMA
Random Starts Specifications
  Number of initial stage random starts                         40
  Number of final stage optimizations                           10
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Parameterization                                             LOGIT
Link                                                         LOGIT

Input data file(s)
  LTAdistalN2K.dat
Input data format  FREE


SUMMARY OF DATA

     Number of missing data patterns             1
     Number of y missing data patterns           0
     Number of u missing data patterns           1


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U1
      Category 1    0.658         1317.000
      Category 2    0.342          683.000
    U2
      Category 1    0.628         1256.000
      Category 2    0.372          744.000
    U3
      Category 1    0.632         1265.000
      Category 2    0.367          735.000
    U4
      Category 1    0.436          872.000
      Category 2    0.564         1128.000
    U5
      Category 1    0.459          918.000
      Category 2    0.541         1082.000
    U6
      Category 1    0.458          916.000
      Category 2    0.542         1084.000
    U7
      Category 1    0.638         1276.000
      Category 2    0.362          724.000
    U8
      Category 1    0.654         1309.000
      Category 2    0.345          691.000
    U9
      Category 1    0.641         1282.000
      Category 2    0.359          718.000
    U10
      Category 1    0.472          944.000
      Category 2    0.528         1056.000
    U11
      Category 1    0.456          911.000
      Category 2    0.544         1089.000
    U12
      Category 1    0.460          920.000
      Category 2    0.540         1080.000


RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES

Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:

          -14672.260  127215           9
          -14672.260  93468            3
          -14672.260  195873           6
          -14672.260  915642           40
          -14672.260  253358           2
          -14672.260  unperturbed      0
          -14672.260  285380           1
          -14672.260  645664           39
          -14672.260  76974            16
          -14672.260  533738           11



THE BEST LOGLIKELIHOOD VALUE HAS BEEN REPLICATED.  RERUN WITH AT LEAST TWICE THE
RANDOM STARTS TO CHECK THAT THE BEST LOGLIKELIHOOD IS STILL OBTAINED AND REPLICATED.


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       26

Loglikelihood

          H0 Value                      -14672.260
          H0 Scaling Correction Factor      1.0090
            for MLR

Information Criteria

          Akaike (AIC)                   29396.520
          Bayesian (BIC)                 29542.143
          Sample-Size Adjusted BIC       29459.540
            (n* = (n + 2) / 24)

Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes

          Pearson Chi-Square

          Value                           4073.219
          Degrees of Freedom                  4069
          P-Value                           0.4784

          Likelihood Ratio Chi-Square

          Value                           2805.052
          Degrees of Freedom                  4069
          P-Value                           1.0000



FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON THE ESTIMATED MODEL

  Latent Class
    Variable    Class

    C1             1       557.01624          0.27851
                   2       598.89197          0.29945
                   3       844.09180          0.42205
    C2             1       567.32373          0.28366
                   2       525.97516          0.26299
                   3       906.70111          0.45335


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON THE ESTIMATED MODEL

  Latent Class
    Pattern

    1  1        269.08236          0.13454
    1  2        127.54904          0.06377
    1  3        160.38486          0.08019
    2  1        151.72645          0.07586
    2  2        190.74671          0.09537
    2  3        256.41880          0.12821
    3  1        146.51492          0.07326
    3  2        207.67942          0.10384
    3  3        489.89745          0.24495

     Additional output is available using the TECH15 option of the OUTPUT command.


LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL

  C1 Classes (Rows) by C2 Classes (Columns)

            1        2        3

   1     0.483    0.229    0.288
   2     0.253    0.318    0.428
   3     0.174    0.246    0.580


TRANSITION PROBABILITY ODDS

     TRANSITION TABLE ODDS AND 95% CONFIDENCE INTERVALS FOR C1 TO C2
        1.000(1.000,1.000)   0.474(0.327,0.687)   0.596(0.458,0.775)
        0.795(0.551,1.148)   1.000(1.000,1.000)   1.344(0.944,1.914)
        0.299(0.224,0.399)   0.424(0.316,0.569)   1.000(1.000,1.000)


CLASSIFICATION QUALITY

     Entropy                         0.653


C-SPECIFIC CLASSIFICATION RESULTS

Classification Quality for C1

     Entropy                         0.646

Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)

           1        2        3

    1   0.871    0.097    0.032
    2   0.094    0.772    0.134
    3   0.029    0.063    0.908


Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

           1        2        3

    1   0.849    0.108    0.042
    2   0.088    0.827    0.085
    3   0.020    0.101    0.878


Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

              1        2        3

    1      2.998    0.939    0.000
    2      0.034    2.271    0.000
    3     -3.767   -2.158    0.000

Classification Quality for C2

     Entropy                         0.656

Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)

           1        2        3

    1   0.874    0.094    0.032
    2   0.098    0.753    0.149
    3   0.033    0.055    0.912


Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

           1        2        3

    1   0.852    0.097    0.051
    2   0.099    0.809    0.092
    3   0.019    0.093    0.888


Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

              1        2        3

    1      2.817    0.649    0.000
    2      0.076    2.175    0.000
    3     -3.822   -2.256    0.000


MODEL RESULTS

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

Parameters for Class-specific Model Parts of C1

Latent Class C1#1

 Thresholds
    U1$1              -1.350      0.143     -9.467      0.000
    U2$1              -1.301      0.127    -10.247      0.000
    U3$1              -1.198      0.112    -10.688      0.000
    U4$1              -1.284      0.086    -14.853      0.000
    U5$1              -1.319      0.090    -14.657      0.000
    U6$1              -1.285      0.087    -14.693      0.000

Latent Class C1#2

 Thresholds
    U1$1               1.798      0.188      9.585      0.000
    U2$1               1.251      0.120     10.429      0.000
    U3$1               1.303      0.129     10.080      0.000
    U4$1              -1.667      0.169     -9.890      0.000
    U5$1              -1.386      0.136    -10.218      0.000
    U6$1              -1.532      0.154     -9.948      0.000

Latent Class C1#3

 Thresholds
    U1$1               1.372      0.069     19.930      0.000
    U2$1               1.572      0.076     20.710      0.000
    U3$1               1.391      0.069     20.227      0.000
    U4$1               1.361      0.098     13.953      0.000
    U5$1               1.269      0.089     14.228      0.000
    U6$1               1.357      0.096     14.133      0.000

Parameters for Class-specific Model Parts of C2

Latent Class C2#1

 Thresholds
    U7$1              -1.350      0.143     -9.467      0.000
    U8$1              -1.301      0.127    -10.247      0.000
    U9$1              -1.198      0.112    -10.688      0.000
    U10$1             -1.284      0.086    -14.853      0.000
    U11$1             -1.319      0.090    -14.657      0.000
    U12$1             -1.285      0.087    -14.693      0.000

Latent Class C2#2

 Thresholds
    U7$1               1.798      0.188      9.585      0.000
    U8$1               1.251      0.120     10.429      0.000
    U9$1               1.303      0.129     10.080      0.000
    U10$1             -1.667      0.169     -9.890      0.000
    U11$1             -1.386      0.136    -10.218      0.000
    U12$1             -1.532      0.154     -9.948      0.000

Latent Class C2#3

 Thresholds
    U7$1               1.372      0.069     19.930      0.000
    U8$1               1.572      0.076     20.710      0.000
    U9$1               1.391      0.069     20.227      0.000
    U10$1              1.361      0.098     13.953      0.000
    U11$1              1.269      0.089     14.228      0.000
    U12$1              1.357      0.096     14.133      0.000

Categorical Latent Variables

 C2#1     ON
    C1#1               1.725      0.195      8.862      0.000
    C1#2               0.682      0.233      2.931      0.003

 C2#2     ON
    C1#1               0.629      0.225      2.799      0.005
    C1#2               0.562      0.213      2.636      0.008

 Means
    C1#1              -0.416      0.080     -5.225      0.000
    C1#2              -0.343      0.115     -2.974      0.003
    C2#1              -1.207      0.147     -8.239      0.000
    C2#2              -0.858      0.150     -5.727      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.233E-01
       (ratio of smallest to largest eigenvalue)


LATENT CLASS INDICATOR MEANS AND PROBABILITIES FOR EACH LATENT CLASS

     MEAN/PROBABILITY PROFILES FOR C1
                       Latent class
                     1      2      3
     U1
       Category 1  0.206  0.858  0.798
       Category 2  0.794  0.142  0.202
     U2
       Category 1  0.214  0.778  0.828
       Category 2  0.786  0.222  0.172
     U3
       Category 1  0.232  0.786  0.801
       Category 2  0.768  0.214  0.199
     U4
       Category 1  0.217  0.159  0.796
       Category 2  0.783  0.841  0.204
     U5
       Category 1  0.211  0.200  0.781
       Category 2  0.789  0.800  0.219
     U6
       Category 1  0.217  0.178  0.795
       Category 2  0.783  0.822  0.205

     MEAN/PROBABILITY PROFILES FOR C2
                       Latent class
                     1      2      3
     U7
       Category 1  0.206  0.858  0.798
       Category 2  0.794  0.142  0.202
     U8
       Category 1  0.214  0.778  0.828
       Category 2  0.786  0.222  0.172
     U9
       Category 1  0.232  0.786  0.801
       Category 2  0.768  0.214  0.199
     U10
       Category 1  0.217  0.159  0.796
       Category 2  0.783  0.841  0.204
     U11
       Category 1  0.211  0.200  0.781
       Category 2  0.789  0.800  0.219
     U12
       Category 1  0.217  0.178  0.795
       Category 2  0.783  0.822  0.205


RESULTS IN PROBABILITY SCALE

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

Results for Class-specific Model Parts of C1

Latent Class C1#1

 U1
    Category 1         0.206      0.023      8.828      0.000
    Category 2         0.794      0.023     34.065      0.000
 U2
    Category 1         0.214      0.021     10.024      0.000
    Category 2         0.786      0.021     36.804      0.000
 U3
    Category 1         0.232      0.020     11.607      0.000
    Category 2         0.768      0.020     38.480      0.000
 U4
    Category 1         0.217      0.015     14.778      0.000
    Category 2         0.783      0.015     53.338      0.000
 U5
    Category 1         0.211      0.015     14.089      0.000
    Category 2         0.789      0.015     52.666      0.000
 U6
    Category 1         0.217      0.015     14.597      0.000
    Category 2         0.783      0.015     52.766      0.000

Latent Class C1#2

 U1
    Category 1         0.858      0.023     37.515      0.000
    Category 2         0.142      0.023      6.214      0.000
 U2
    Category 1         0.778      0.021     37.462      0.000
    Category 2         0.222      0.021     10.719      0.000
 U3
    Category 1         0.786      0.022     36.207      0.000
    Category 2         0.214      0.022      9.837      0.000
 U4
    Category 1         0.159      0.023      7.054      0.000
    Category 2         0.841      0.023     37.353      0.000
 U5
    Category 1         0.200      0.022      9.217      0.000
    Category 2         0.800      0.022     36.854      0.000
 U6
    Category 1         0.178      0.023      7.900      0.000
    Category 2         0.822      0.023     36.539      0.000

Latent Class C1#3

 U1
    Category 1         0.798      0.011     71.807      0.000
    Category 2         0.202      0.011     18.212      0.000
 U2
    Category 1         0.828      0.011     76.623      0.000
    Category 2         0.172      0.011     15.913      0.000
 U3
    Category 1         0.801      0.011     72.979      0.000
    Category 2         0.199      0.011     18.163      0.000
 U4
    Category 1         0.796      0.016     50.235      0.000
    Category 2         0.204      0.016     12.885      0.000
 U5
    Category 1         0.781      0.015     51.097      0.000
    Category 2         0.219      0.015     14.362      0.000
 U6
    Category 1         0.795      0.016     50.873      0.000
    Category 2         0.205      0.016     13.094      0.000

Results for Class-specific Model Parts of C2

Latent Class C2#1

 U7
    Category 1         0.206      0.023      8.828      0.000
    Category 2         0.794      0.023     34.065      0.000
 U8
    Category 1         0.214      0.021     10.024      0.000
    Category 2         0.786      0.021     36.804      0.000
 U9
    Category 1         0.232      0.020     11.607      0.000
    Category 2         0.768      0.020     38.480      0.000
 U10
    Category 1         0.217      0.015     14.778      0.000
    Category 2         0.783      0.015     53.338      0.000
 U11
    Category 1         0.211      0.015     14.089      0.000
    Category 2         0.789      0.015     52.666      0.000
 U12
    Category 1         0.217      0.015     14.597      0.000
    Category 2         0.783      0.015     52.766      0.000

Latent Class C2#2

 U7
    Category 1         0.858      0.023     37.515      0.000
    Category 2         0.142      0.023      6.214      0.000
 U8
    Category 1         0.778      0.021     37.462      0.000
    Category 2         0.222      0.021     10.719      0.000
 U9
    Category 1         0.786      0.022     36.207      0.000
    Category 2         0.214      0.022      9.837      0.000
 U10
    Category 1         0.159      0.023      7.054      0.000
    Category 2         0.841      0.023     37.353      0.000
 U11
    Category 1         0.200      0.022      9.217      0.000
    Category 2         0.800      0.022     36.854      0.000
 U12
    Category 1         0.178      0.023      7.900      0.000
    Category 2         0.822      0.023     36.539      0.000

Latent Class C2#3

 U7
    Category 1         0.798      0.011     71.807      0.000
    Category 2         0.202      0.011     18.212      0.000
 U8
    Category 1         0.828      0.011     76.623      0.000
    Category 2         0.172      0.011     15.913      0.000
 U9
    Category 1         0.801      0.011     72.979      0.000
    Category 2         0.199      0.011     18.163      0.000
 U10
    Category 1         0.796      0.016     50.235      0.000
    Category 2         0.204      0.016     12.885      0.000
 U11
    Category 1         0.781      0.015     51.097      0.000
    Category 2         0.219      0.015     14.362      0.000
 U12
    Category 1         0.795      0.016     50.873      0.000
    Category 2         0.205      0.016     13.094      0.000


LATENT CLASS INDICATOR ODDS RATIOS FOR THE LATENT CLASSES

                                                95% C.I.
                    Estimate       S.E.  Lower 2.5% Upper 2.5%

Results for Class-specific Model Parts of C1

Latent Class C1#1 Compared to Latent Class C1#2

 U1
    Category > 1      23.296      4.995     15.302     35.466
 U2
    Category > 1      12.831      2.073      9.349     17.610
 U3
    Category > 1      12.202      1.942      8.932     16.670
 U4
    Category > 1       0.682      0.134      0.464      1.001
 U5
    Category > 1       0.935      0.161      0.666      1.311
 U6
    Category > 1       0.782      0.145      0.543      1.124

Latent Class C1#1 Compared to Latent Class C1#3

 U1
    Category > 1      15.215      2.393     11.180     20.708
 U2
    Category > 1      17.678      2.616     13.227     23.626
 U3
    Category > 1      13.320      1.761     10.279     17.261
 U4
    Category > 1      14.071      1.813     10.932     18.113
 U5
    Category > 1      13.299      1.692     10.364     17.066
 U6
    Category > 1      14.044      1.806     10.915     18.070

Latent Class C1#2 Compared to Latent Class C1#3

 U1
    Category > 1       0.653      0.135      0.435      0.980
 U2
    Category > 1       1.378      0.207      1.027      1.849
 U3
    Category > 1       1.092      0.169      0.806      1.479
 U4
    Category > 1      20.644      3.726     14.494     29.405
 U5
    Category > 1      14.226      2.172     10.547     19.189
 U6
    Category > 1      17.970      2.997     12.959     24.917

Results for Class-specific Model Parts of C2

Latent Class C2#1 Compared to Latent Class C2#2

 U7
    Category > 1      23.296      4.995     15.302     35.466
 U8
    Category > 1      12.831      2.073      9.349     17.610
 U9
    Category > 1      12.202      1.942      8.932     16.670
 U10
    Category > 1       0.682      0.134      0.464      1.001
 U11
    Category > 1       0.935      0.161      0.666      1.311
 U12
    Category > 1       0.782      0.145      0.543      1.124

Latent Class C2#1 Compared to Latent Class C2#3

 U7
    Category > 1      15.215      2.393     11.180     20.708
 U8
    Category > 1      17.678      2.616     13.227     23.626
 U9
    Category > 1      13.320      1.761     10.279     17.261
 U10
    Category > 1      14.071      1.813     10.932     18.113
 U11
    Category > 1      13.299      1.692     10.364     17.066
 U12
    Category > 1      14.044      1.806     10.915     18.070

Latent Class C2#2 Compared to Latent Class C2#3

 U7
    Category > 1       0.653      0.135      0.435      0.980
 U8
    Category > 1       1.378      0.207      1.027      1.849
 U9
    Category > 1       1.092      0.169      0.806      1.479
 U10
    Category > 1      20.644      3.726     14.494     29.405
 U11
    Category > 1      14.226      2.172     10.547     19.189
 U12
    Category > 1      17.970      2.997     12.959     24.917


TECHNICAL 15 OUTPUT


     ESTIMATED CONDITIONAL PROBABILITIES FOR THE LATENT CLASS VARIABLES

     P(C1=1)=0.279
     P(C1=2)=0.299
     P(C1=3)=0.422


     P(C2=1|C1=1)=0.483
     P(C2=2|C1=1)=0.229
     P(C2=3|C1=1)=0.288


     P(C2=1|C1=2)=0.253
     P(C2=2|C1=2)=0.318
     P(C2=3|C1=2)=0.428


     P(C2=1|C1=3)=0.174
     P(C2=2|C1=3)=0.246
     P(C2=3|C1=3)=0.580


     ESTIMATED MARGINAL PROBABILITIES FOR THE LATENT CLASS VARIABLES

     P(C2=1)=0.284
     P(C2=2)=0.263
     P(C2=3)=0.453



FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL

  Latent Class
    Pattern

    1  1        269.08236          0.13454
    1  2        127.54904          0.06377
    1  3        160.38486          0.08019
    2  1        151.72645          0.07586
    2  2        190.74671          0.09537
    2  3        256.41880          0.12821
    3  1        146.51492          0.07326
    3  2        207.67942          0.10384
    3  3        489.89745          0.24495


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON ESTIMATED POSTERIOR PROBABILITIES

  Latent Class
    Pattern

    1  1        269.08236          0.13454
    1  2        127.54898          0.06377
    1  3        160.38488          0.08019
    2  1        151.72656          0.07586
    2  2        190.74674          0.09537
    2  3        256.41873          0.12821
    3  1        146.51486          0.07326
    3  2        207.67942          0.10384
    3  3        489.89747          0.24495


FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON ESTIMATED POSTERIOR PROBABILITIES

  Latent Class
    Variable    Class

    C1             1       557.01622          0.27851
                   2       598.89203          0.29945
                   3       844.09175          0.42205
    C2             1       567.32377          0.28366
                   2       525.97514          0.26299
                   3       906.70108          0.45335


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

Class Counts and Proportions

  Latent Class
    Pattern

    1  1              249          0.12450
    1  2              135          0.06750
    1  3              159          0.07950
    2  1              164          0.08200
    2  2              210          0.10500
    2  3              267          0.13350
    3  1              140          0.07000
    3  2              220          0.11000
    3  3              456          0.22800


FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

  Latent Class
    Variable    Class

    C1             1             543          0.27150
                   2             641          0.32050
                   3             816          0.40800
    C2             1             553          0.27650
                   2             565          0.28250
                   3             882          0.44100


DIAGRAM INFORMATION

  Mplus diagrams are currently not available for Mixture analysis.
  No diagram output was produced.


     Beginning Time:  09:34:58
        Ending Time:  09:34:59
       Elapsed Time:  00:00:01



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