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Table 3 Analysis of GSU-related factors after RP to verify the results

From: Prediction model of gleason score upgrading after radical prostatectomy based on a bayesian network

Factor

Priori probability

Posterior probability

Importance

Rank

Age

0.1446

0.6111

0.0492

11

 

0.5542

0.7029

  
 

0.3012

0.6933

  

BMI

0.0241

0.5000

0.1046

7

 

0.2972

0.6757

  
 

0.6787

0.6982

  

PSA

0.1847

0.587

0.0762

9

 

0.2771

0.7246

  
 

0.5382

0.7015

  

Positive biopsy

0.3695

0.5217

0.2617

2

 

0.6305

0.7834

  

Needle ratio

0.5141

0.6484

0.0789

8

 

0.4859

0.7273

  

Prostate volume

0.4779

0.605

0.1168

5

 

0.2932

0.7534

  
 

0.2289

0.7719

  

PSAD

0.2289

0.5965

0.0539

10

 

0.2088

0.7115

  
 

0.2209

0.6909

  
 

0.3414

0.7294

  

PI-RADS

0.1124

0.8929

0.1654

4

 

0.5823

0.7034

  
 

0.3052

0.5789

  

Clinical stage

0.6386

0.6981

0.0314

13

 

0.3614

0.6667

  

PSM

0.5582

0.6906

0.0088

14

 

0.4418

0.6818

  

LM

0.9277

0.6667

0.2777

1

 

0.0723

0.9444

  

SVI

0.7510

0.6578

0.1164

6

 

0.2490

0.7742

  

IV

0.3253

0.6543

0.0481

12

 

0.6747

0.7024

  

ISUP grading

0.2008

0.32

0.2334

3

 

0.1044

0.5769

  
 

0.1365

0.7647

  
 

0.2289

0.5965

  
 

0.3293

0.9756