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Table 2 Results of semiparametric PH mixture cure model and mixture cure frailty model fitting on HIV patients

From: The estimation of long and short term survival time and associated factors of HIV patients using mixture cure rate models

semiparametric PH mixture cure model

mixture cure frailty model

Cure probability model (Incidence model)

Variable

Coefficient

SE

OR(95% CI)

Coefficient

SE

OR(95% CI)

Intercept

0.518

0.354

1.679(0.839,3.360)

0.544

0.305

1.723(0.948, 3.132)

Age(> 33/ <  = 33)

0.509

0.145

1.664(1.252,2.210)

0.498

0.141

1.645(1.248,2.169)

Gender (Male/ Female)

1.228

0.379

3.414(1.624,7.177)

1.214

0.335

3.367(1.746, 6.492)

Marital Status (Married/ Single)

-0.327

0.138

0.721(0.550,0.945)

-0.309

0.144

0.734(0.554, 0.974)

Antiretroviral therapy (Yes /No)

-2.028

0.143

0.132(0.099,0.174)

-2.035

0.159

0.131(0.096, 0.178)

Tuberculosis infection (Yes/No)

-0.147

0.183

0.863(0.603,1.236)

-0.147

0.153

0.863(0.640, 1.165)

Education (High /Low)

-1.218

0.419

0.296(0.130,0.672)

-1.241

0.498

0.289(0.109, 0.767)

Imprisonment(Yes /No)

-1.034

0.198

0.356(0.241,0.524)

-1.047

0.198

0.351(0.238, 0.517)

Drug Abuse(Yes /No)

-0.455

0.269

0.634(0.374,1.075)

-0.444

0.281

0.641(0.370, 1.113)

Occupational status (Employed/ Unemployed)

0.166

0.122

1.181(0.929,1.499)

0.167

0.138

1.182(0.902, 1.549)

Modes of HIV transmission (Injecting drug users/Other)

0.732

0.271

2.079(1.222,3.537)

0.720

0.262

2.054(1.229, 3.433)

Failure time distribution model (Latency model)

Variable

Coefficient

SE

HR(95% CI)

Coefficient

SE

HR(95% CI)

Age(> 33/ <  = 33)

0.046

0.073

1.047(0.907,1.208)

0.115

0.094

1.122(0.933, 1.349)

Gender (Male/ Female)

-0.221

0.229

0.802(0.512,1.256)

-0.227

0.293

0.770(0.449, 1.415)

Marital status (Married/ Single)

-0.024

0.084

0.976(0.828,1.151)

-0.093

0.103

0.911(0.745, 1.115)

Antiretroviral therapy (Yes /No)

-0.632

0.121

0.532(0.419,0.674)

-0.780

0.152

0.458(0.340, 0.617)

Tuberculosis infection (Yes /No)

0.252

0.073

1.287(1.115,1.485)

0.330

0.094

1.391(1.157, 1.672)

Education (High /Low)

-0.086

0.460

0.918(0.372,2.261)

-0.052

0.491

0.949(0.363, 2.485)

Imprisonment (Yes /No)

-0.355

0.088

0.701(0.590,0.833)

-0.466

0.108

0.628(0.508, 0.775)

Drug abuse (Yes /No)

-0.143

0.107

0.867(0.703,1.069)

-0.171

0.162

0.843(0.614, 1.158)

Occupational status (Employed/ Unemployed)

-0.003

0.075

0.997(0.861,1.155)

-0.027

0.096

0.973(0.806, 1.175)

Modes of HIV transmission (Injecting drug users/Other)

0.705

0.151

2.024(1.505,2.721)

0.888

0.195

2.430(1.658, 3.562)

Frailty parameter

-

-

-

0.380

0.066

(0.249, 0.510)