Data Set

DERIVED.STUDY_POPULATION

Response Variable

ae10

Vomiting Only

Number of Response Levels

2

Number of Observations

2685854

Model

binary logit

Optimization Technique

Fisher's scoring

1

1

4582

2

0

2681272

Probability modeled is ae10=1.

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

AIC

67566.018

61935.625

SC

67578.822

63241.583

-2 Log L

67564.018

61731.625

Likelihood Ratio

5832.3930

101

<.0001

Score

7890.5395

101

<.0001

Wald

5603.6865

101

<.0001

Intercept

1

-6.8887

0.0562

15037.2490

<.0001

opioid

1

1.6065

0.1526

110.8174

<.0001

anesthesia

1

1.7666

0.2729

41.9118

<.0001

otherdx

1

0.5768

0.0548

110.7069

<.0001

agegrp

1

-0.0410

0.00930

19.4000

<.0001

female

1

0.3316

0.0314

111.1751

<.0001

interact6

1

1.1834

0.7395

2.5608

0.1095

interact7

1

0.9369

0.7373

1.6147

0.2038

interact8

1

0.9935

0.4263

5.4316

0.0198

interact9

1

0.4258

0.4833

0.7760

0.3784

interact10

1

-11.6659

132.0

0.0078

0.9296

laparoscopy

1

0.1356

0.2158

0.3948

0.5298

laparotomy

1

0.1425

0.1836

0.6025

0.4376

plastic_surgery

1

-0.4567

0.5016

0.8288

0.3626

maj_breast_rstn

1

-11.8051

305.0

0.0015

0.9691

craniotomy

1

-0.4019

0.7085

0.3218

0.5705

hysterectomy

1

0.1448

0.1794

0.6518

0.4195

GU

1

0.2443

0.1596

2.3421

0.1259

orthopedic

1

-0.2895

0.1317

4.8315

0.0279

abdominal

1

-0.3945

0.0715

30.4082

<.0001

other_abdominal

1

0.1730

0.0822

4.4302

0.0353

hosp1

1

0.5765

0.1430

16.2479

<.0001

hosp2

1

-0.5953

0.3024

3.8743

0.0490

hosp3

1

-0.8293

0.2372

12.2265

0.0005

hosp4

1

0.2349

0.1582

2.2049

0.1376

hosp5

1

0.0478

0.2307

0.0430

0.8357

hosp6

1

-0.9647

0.2782

12.0248

0.0005

hosp7

1

-0.1717

0.2442

0.4940

0.4821

hosp8

1

-0.1452

0.1902

0.5826

0.4453

hosp9

1

-1.4510

0.4479

10.4942

0.0012

hosp10

1

-0.6225

0.2436

6.5320

0.0106

hosp11

1

-1.5815

0.5006

9.9798

0.0016

hosp12

1

-1.2607

0.3023

17.3870

<.0001

hosp13

1

-0.8627

0.3171

7.4031

0.0065

hosp14

1

-0.2973

0.2784

1.1397

0.2857

hosp15

1

0.5942

0.1842

10.4040

0.0013

hosp16

1

-0.9799

0.3170

9.5558

0.0020

hosp17

1

-1.1391

0.4090

7.7585

0.0053

hosp18

1

-12.1175

94.6436

0.0164

0.8981

hosp19

1

-0.2282

0.2596

0.7728

0.3793

hosp20

1

-0.6128

0.3172

3.7314

0.0534

hosp21

1

-0.2862

0.2437

1.3795

0.2402

hosp22

1

-3.1389

1.0003

9.8473

0.0017

hosp23

1

-2.0826

0.5779

12.9879

0.0003

hosp24

1

0.1201

0.1909

0.3959

0.5292

hosp25

1

-0.6505

0.3789

2.9484

0.0860

hosp26

1

-2.0267

0.7076

8.2028

0.0042

hosp27

1

-0.9754

0.2895

11.3520

0.0008

hosp28

1

-1.8554

0.7076

6.8749

0.0087

hosp29

1

-0.6210

0.2510

6.1237

0.0133

hosp30

1

2.1367

0.1025

434.6067

<.0001

hosp31

1

-0.3357

0.2594

1.6754

0.1955

hosp32

1

-0.1100

0.1636

0.4519

0.5014

hosp33

1

-0.5658

0.2143

6.9711

0.0083

hosp34

1

-0.5160

0.3789

1.8550

0.1732

hosp35

1

-0.6308

0.3342

3.5631

0.0591

hosp36

1

-0.2764

0.3344

0.6829

0.4086

hosp37

1

0.2259

0.1784

1.6022

0.2056

hosp38

1

-0.5039

0.2784

3.2761

0.0703

hosp39

1

-0.3919

0.2511

2.4363

0.1186

hosp40

1

-0.6470

0.2510

6.6470

0.0099

hosp41

1

-0.4594

0.3173

2.0965

0.1476

hosp42

1

-0.9193

0.4092

5.0478

0.0247

hosp43

1

-0.0135

0.3176

0.0018

0.9661

hosp44

1

-0.4417

0.5011

0.7768

0.3781

hosp45

1

1.2851

0.2704

22.5893

<.0001

hosp46

1

-0.6603

0.3176

4.3238

0.0376

hosp47

1

0.0478

0.2599

0.0338

0.8540

hosp48

1

0.2179

0.5791

0.1416

0.7067

hosp49

1

-0.4439

0.3173

1.9569

0.1618

hosp50

1

0.1456

0.2014

0.5224

0.4698

hosp51

1

-0.0421

0.3345

0.0158

0.8998

hosp52

1

0.3150

0.1730

3.3160

0.0686

hosp53

1

0.3064

0.5794

0.2795

0.5970

hosp54

1

-0.5665

0.4515

1.5742

0.2096

hosp55

1

-0.5327

0.5010

1.1306

0.2876

hosp56

1

-0.4771

0.3547

1.8093

0.1786

hosp57

1

-0.0567

0.2787

0.0414

0.8388

hosp58

1

1.3362

0.1341

99.3595

<.0001

hosp59

1

0.5843

0.1708

11.7068

0.0006

hosp60

1

0.3281

0.2440

1.8085

0.1787

hosp61

1

-0.5511

0.3024

3.3207

0.0684

hosp62

1

1.1796

0.1549

57.9803

<.0001

hosp63

1

0.5702

0.2375

5.7651

0.0163

source4

1

0.1719

0.1026

2.8087

0.0938

source5

1

1.1859

0.1288

84.7980

<.0001

source6

1

0.5988

0.1876

10.1831

0.0014

source7

1

0.9397

0.0388

585.6302

<.0001

sev_resp

1

-0.0887

0.0256

12.0042

0.0005

sev_pulmonary

1

-0.3123

0.0663

22.1966

<.0001

sev_coronary

1

-0.3929

0.0651

36.3970

<.0001

sev_cardio

1

-0.4114

0.0333

152.9230

<.0001

sev_GI

1

0.4258

0.0149

817.3473

<.0001

sev_hepatitic

1

0.2639

0.0236

124.8457

<.0001

sev_musc

1

-0.3677

0.0400

84.3548

<.0001

sev_skin

1

-0.2556

0.0648

15.5720

<.0001

sev_diabetes

1

0.3580

0.0277

166.4097

<.0001

sev_renal

1

0.1093

0.0250

19.0611

<.0001

sev_maternity

1

-0.9561

0.0609

246.4829

<.0001

sev_psych

1

-0.2555

0.0946

7.2982

0.0069

sev_alcohol_drugs

1

-0.0495

0.0687

0.5197

0.4710

sev_HIV

1

0.1334

0.0665

4.0159

0.0451

opioid

4.985

3.697

6.723

anesthesia

5.851

3.427

9.989

otherdx

1.780

1.599

1.982

agegrp

0.960

0.942

0.978

female

1.393

1.310

1.482

interact6

3.265

0.766

13.912

interact7

2.552

0.602

10.827

interact8

2.701

1.171

6.228

interact9

1.531

0.594

3.947

interact10

<0.001

<0.001

>999.999

laparoscopy

1.145

0.750

1.748

laparotomy

1.153

0.805

1.653

plastic_surgery

0.633

0.237

1.693

maj_breast_rstn

<0.001

<0.001

>999.999

craniotomy

0.669

0.167

2.682

hysterectomy

1.156

0.813

1.643

GU

1.277

0.934

1.746

orthopedic

0.749

0.578

0.969

abdominal

0.674

0.586

0.775

other_abdominal

1.189

1.012

1.397

hosp1

1.780

1.345

2.356

hosp2

0.551

0.305

0.997

hosp3

0.436

0.274

0.695

hosp4

1.265

0.928

1.724

hosp5

1.049

0.667

1.649

hosp6

0.381

0.221

0.657

hosp7

0.842

0.522

1.359

hosp8

0.865

0.596

1.256

hosp9

0.234

0.097

0.564

hosp10

0.537

0.333

0.865

hosp11

0.206

0.077

0.549

hosp12

0.283

0.157

0.513

hosp13

0.422

0.227

0.786

hosp14

0.743

0.430

1.282

hosp15

1.812

1.263

2.599

hosp16

0.375

0.202

0.699

hosp17

0.320

0.144

0.713

hosp18

<0.001

<0.001

>999.999

hosp19

0.796

0.479

1.324

hosp20

0.542

0.291

1.009

hosp21

0.751

0.466

1.211

hosp22

0.043

0.006

0.308

hosp23

0.125

0.040

0.387

hosp24

1.128

0.776

1.639

hosp25

0.522

0.248

1.096

hosp26

0.132

0.033

0.527

hosp27

0.377

0.214

0.665

hosp28

0.156

0.039

0.626

hosp29

0.537

0.329

0.879

hosp30

8.472

6.930

10.357

hosp31

0.715

0.430

1.188

hosp32

0.896

0.650

1.235

hosp33

0.568

0.373

0.864

hosp34

0.597

0.284

1.254

hosp35

0.532

0.276

1.024

hosp36

0.759

0.394

1.461

hosp37

1.253

0.883

1.778

hosp38

0.604

0.350

1.043

hosp39

0.676

0.413

1.105

hosp40

0.524

0.320

0.856

hosp41

0.632

0.339

1.176

hosp42

0.399

0.179

0.889

hosp43

0.987

0.529

1.839

hosp44

0.643

0.241

1.717

hosp45

3.615

2.128

6.141

hosp46

0.517

0.277

0.963

hosp47

1.049

0.630

1.746

hosp48

1.243

0.400

3.869

hosp49

0.642

0.344

1.195

hosp50

1.157

0.779

1.717

hosp51

0.959

0.498

1.847

hosp52

1.370

0.976

1.923

hosp53

1.358

0.436

4.229

hosp54

0.567

0.234

1.375

hosp55

0.587

0.220

1.567

hosp56

0.621

0.310

1.244

hosp57

0.945

0.547

1.632

hosp58

3.805

2.926

4.948

hosp59

1.794

1.283

2.507

hosp60

1.388

0.861

2.240

hosp61

0.576

0.319

1.043

hosp62

3.253

2.401

4.407

hosp63

1.769

1.110

2.817

source4

1.188

0.971

1.452

source5

3.273

2.543

4.213

source6

1.820

1.260

2.629

source7

2.559

2.372

2.761

sev_resp

0.915

0.870

0.962

sev_pulmonary

0.732

0.643

0.833

sev_coronary

0.675

0.594

0.767

sev_cardio

0.663

0.621

0.707

sev_GI

1.531

1.487

1.576

sev_hepatitic

1.302

1.243

1.364

sev_musc

0.692

0.640

0.749

sev_skin

0.774

0.682

0.879

sev_diabetes

1.430

1.355

1.510

sev_renal

1.115

1.062

1.172

sev_maternity

0.384

0.341

0.433

sev_psych

0.775

0.644

0.932

sev_alcohol_drugs

0.952

0.832

1.089

sev_HIV

1.143

1.003

1.302

Percent Concordant

62.4

Somers' D

0.513

Percent Discordant

11.1

Gamma

0.699

Percent Tied

26.6

Tau-a

0.002

Pairs

12285588304

c

0.757