Data Set

WORK.ANAL_

Response Variable

ae12

POISONING-OPIATES

Number of Response Levels

2

Number of Observations

4042802

Model

binary logit

Optimization Technique

Fisher's scoring

1

1

1610

2

0

4041192

Probability modeled is ae12=1.

Convergence criterion (GCONV=1E-8) satisfied.

AIC

28428.997

24455.147

SC

28442.210

25419.656

-2 Log L

28426.997

24309.147

Likelihood Ratio

4117.8497

72

<.0001

Score

9848.5343

72

<.0001

Wald

5341.6459

72

<.0001

Intercept

1

-8.6203

0.1039

6887.0470

<.0001

agegrp

1

-0.1938

0.0194

100.1685

<.0001

FEMALE

1

0.00408

0.0531

0.0059

0.9388

opioid

1

1.4268

0.3813

13.9992

0.0002

anesthesia

1

0.1764

1.0217

0.0298

0.8629

otherdx

1

-0.7222

0.1845

15.3228

<.0001

procedure1

1

-1.3334

1.0019

1.7715

0.1832

procedure2

1

-1.5713

1.0025

2.4566

0.1170

procedure3

1

0.2490

0.7093

0.1232

0.7256

procedure4

1

1.2269

1.0023

1.4983

0.2209

procedure6

1

-0.3570

0.3454

1.0687

0.3012

procedure7

1

-0.1236

0.3619

0.1167

0.7326

procedure8

1

-0.4345

0.2287

3.6112

0.0574

procedure9

1

-1.2655

0.2744

21.2770

<.0001

procedure10

1

-0.1041

0.2783

0.1400

0.7083

hosp1

1

0.0873

0.1308

0.4456

0.5044

hosp2

1

0.4645

0.1856

6.2623

0.0123

hosp3

1

1.2330

0.1073

132.0982

<.0001

hosp4

1

0.4061

0.1516

7.1764

0.0074

hosp6

1

-0.3212

0.1127

8.1270

0.0044

hosp8

1

-0.9854

0.1758

31.4238

<.0001

hosp9

1

0.4289

0.1502

8.1507

0.0043

hosp10

1

-1.2035

0.4512

7.1166

0.0076

hosp11

1

-0.0181

0.3849

0.0022

0.9625

hosp12

1

-0.2639

0.2206

1.4308

0.2316

hosp13

1

0.3938

0.2102

3.5085

0.0611

hosp14

1

-0.3999

0.1423

7.8991

0.0049

hosp15

1

-0.1081

0.1719

0.3957

0.5293

hosp16

1

-0.1477

0.2368

0.3890

0.5328

hosp17

1

0.4944

0.1149

18.5118

<.0001

hosp18

1

-0.1273

0.7105

0.0321

0.8578

hosp21

1

-0.5123

0.1643

9.7245

0.0018

hosp22

1

-0.7323

0.1086

45.5028

<.0001

hosp23

1

-0.4463

0.1658

7.2470

0.0071

hosp24

1

-0.3274

0.1362

5.7784

0.0162

hosp25

1

0.1131

0.1886

0.3595

0.5488

hosp26

1

0.2773

0.2213

1.5692

0.2103

hosp32

1

0.7886

0.2380

10.9805

0.0009

hosp34

1

0.3975

0.1741

5.2148

0.0224

hosp35

1

-0.0860

0.2121

0.1643

0.6852

hosp36

1

-0.0281

0.1833

0.0235

0.8781

source4

1

0.9979

0.1742

32.8097

<.0001

source5

1

1.0425

0.4562

5.2211

0.0223

source6

1

0.5818

0.4156

1.9595

0.1616

source7

1

1.7013

0.0783

472.5153

<.0001

CM_AIDS

1

-0.4254

0.3580

1.4119

0.2347

CM_ALCOHOL

1

0.4314

0.0771

31.3205

<.0001

CM_ANEMDEF

1

-0.2853

0.0844

11.4153

0.0007

CM_ARTH

1

0.5050

0.1532

10.8667

0.0010

CM_BLDLOSS

1

-0.7752

0.2154

12.9504

0.0003

CM_CHF

1

0.4347

0.0938

21.4776

<.0001

CM_CHRNLUNG

1

0.3884

0.0627

38.3361

<.0001

CM_COAG

1

-0.2568

0.1483

2.9979

0.0834

CM_DEPRESS

1

1.0999

0.0635

299.6300

<.0001

CM_DM

1

-0.3493

0.0915

14.5759

0.0001

CM_DMCX

1

0.2328

0.1281

3.3039

0.0691

CM_DRUG

1

2.0432

0.0650

989.3889

<.0001

CM_HTN_C

1

-0.2737

0.0634

18.6118

<.0001

CM_HYPOTHY

1

-0.0605

0.1118

0.2929

0.5884

CM_LIVER

1

-0.1663

0.1324

1.5775

0.2091

CM_LYMPH

1

0.2439

0.3190

0.5846

0.4445

CM_LYTES

1

0.7823

0.0573

186.5243

<.0001

CM_METS

1

0.3371

0.1867

3.2590

0.0710

CM_NEURO

1

0.4078

0.0873

21.8398

<.0001

CM_OBESE

1

0.00258

0.1157

0.0005

0.9822

CM_PARA

1

-0.1729

0.1995

0.7507

0.3862

CM_PERIVASC

1

-0.5075

0.1876

7.3199

0.0068

CM_PSYCH

1

1.4407

0.0686

441.3039

<.0001

CM_PULMCIRC

1

-0.2973

0.3221

0.8516

0.3561

CM_RENLFAIL

1

0.0418

0.1133

0.1358

0.7125

CM_TUMOR

1

0.2559

0.2076

1.5186

0.2178

CM_VALVE

1

-0.1307

0.1643

0.6332

0.4262

CM_WGHTLOSS

1

-0.5435

0.1713

10.0641

0.0015

agegrp

0.824

0.793

0.856

FEMALE

1.004

0.905

1.114

opioid

4.165

1.973

8.795

anesthesia

1.193

0.161

8.837

otherdx

0.486

0.338

0.697

procedure1

0.264

0.037

1.878

procedure2

0.208

0.029

1.482

procedure3

1.283

0.319

5.151

procedure4

3.410

0.478

24.321

procedure6

0.700

0.356

1.377

procedure7

0.884

0.435

1.796

procedure8

0.648

0.414

1.014

procedure9

0.282

0.165

0.483

procedure10

0.901

0.522

1.555

hosp1

1.091

0.844

1.410

hosp2

1.591

1.106

2.290

hosp3

3.432

2.781

4.235

hosp4

1.501

1.115

2.020

hosp6

0.725

0.582

0.904

hosp8

0.373

0.264

0.527

hosp9

1.536

1.144

2.061

hosp10

0.300

0.124

0.727

hosp11

0.982

0.462

2.088

hosp12

0.768

0.498

1.184

hosp13

1.483

0.982

2.239

hosp14

0.670

0.507

0.886

hosp15

0.898

0.641

1.257

hosp16

0.863

0.542

1.372

hosp17

1.639

1.309

2.054

hosp18

0.880

0.219

3.544

hosp21

0.599

0.434

0.827

hosp22

0.481

0.389

0.595

hosp23

0.640

0.462

0.886

hosp24

0.721

0.552

0.941

hosp25

1.120

0.774

1.620

hosp26

1.320

0.855

2.036

hosp32

2.200

1.380

3.508

hosp34

1.488

1.058

2.093

hosp35

0.918

0.605

1.391

hosp36

0.972

0.679

1.392

source4

2.713

1.928

3.817

source5

2.836

1.160

6.935

source6

1.789

0.792

4.041

source7

5.481

4.702

6.390

CM_AIDS

0.654

0.324

1.318

CM_ALCOHOL

1.539

1.324

1.790

CM_ANEMDEF

0.752

0.637

0.887

CM_ARTH

1.657

1.227

2.237

CM_BLDLOSS

0.461

0.302

0.703

CM_CHF

1.545

1.285

1.856

CM_CHRNLUNG

1.475

1.304

1.668

CM_COAG

0.774

0.578

1.034

CM_DEPRESS

3.004

2.652

3.402

CM_DM

0.705

0.589

0.844

CM_DMCX

1.262

0.982

1.622

CM_DRUG

7.715

6.793

8.763

CM_HTN_C

0.761

0.672

0.861

CM_HYPOTHY

0.941

0.756

1.172

CM_LIVER

0.847

0.653

1.098

CM_LYMPH

1.276

0.683

2.385

CM_LYTES

2.187

1.954

2.446

CM_METS

1.401

0.972

2.020

CM_NEURO

1.503

1.267

1.784

CM_OBESE

1.003

0.799

1.258

CM_PARA

0.841

0.569

1.244

CM_PERIVASC

0.602

0.417

0.869

CM_PSYCH

4.224

3.692

4.831

CM_PULMCIRC

0.743

0.395

1.397

CM_RENLFAIL

1.043

0.835

1.302

CM_TUMOR

1.292

0.860

1.940

CM_VALVE

0.877

0.636

1.211

CM_WGHTLOSS

0.581

0.415

0.812

Percent Concordant

41.7

Somers' D

0.400

Percent Discordant

1.7

Gamma

0.921

Percent Tied

56.6

Tau-a

0.000

Pairs

6506319120

c

0.700