ENCOUNTERCLASS
stringclasses
10 values
DESCRIPTION
stringclasses
32 values
BASE_ENCOUNTER_COST
float64
75
146
TOTAL_CLAIM_COST
float64
75
106k
PAYER_COVERAGE
float64
-0.32
14.9
PATIENT_AGE
float64
-1.96
1.92
OBS_Height
stringclasses
107 values
OBS_
stringclasses
83 values
OBS_DrugScreen
stringclasses
1 value
OBS_BodyTemp
stringclasses
19 values
OBS_PainScore
stringclasses
8 values
OBS_DBP
stringclasses
25 values
OBS_HbA1c
stringclasses
8 values
OBS_BloodHgb
stringclasses
3 values
OBS_SerumGlucose
stringclasses
181 values
OBS_FEV1/FVC
stringclasses
18 values
OBS_Symptom
stringclasses
1 value
OBS_LVEF
stringclasses
9 values
OBS_SaO2
stringclasses
6 values
OBS_DeathCause
stringclasses
3 values
OBS_BloodGlucose
stringclasses
15 values
OBS_PregnancyTest
stringclasses
1 value
OBS_ForearmBoneDensity
stringclasses
1 value
NUM_PROCEDURES
float64
-0.76
9.9
HAS_CONDITION
int64
1
1
COND_TEXT_LEN
int64
0
87
REASON_GROUP
stringclasses
9 values
REASONDESCRIPTION_LABEL
int64
0
66
ENCOUNTERCLASS_LABEL
int64
0
9
LOG_CLAIM_COST
float64
4.33
11.6
ambulatory
Encounter for symptom (procedure)
85.55
92.93
-0.321017
-0.377532
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
17
Respiratory Infection
1
0
4.54255
wellness
General examination of patient (procedure)
136.8
4,192.73
0.269514
-0.287266
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
14
Other
8
9
8.341346
wellness
General examination of patient (procedure)
136.8
10,516.75
1.180377
-0.242132
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
34
Heart Condition
23
9
9.26082
outpatient
Consultation for treatment (procedure)
142.58
142.58
-0.300577
-0.242132
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
18
5
4.966892
wellness
General examination of patient (procedure)
136.8
4,639.66
0.326933
-0.196999
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
null
null
null
66.1 %
null
null
null
null
null
null
null
1.302474
1
40
Other
66
9
8.442612
ambulatory
Encounter for check up (procedure)
85.55
4,399.55
0.309743
-0.196999
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.646204
1
11
Dental Issue
48
0
8.389485
outpatient
Consultation for treatment (procedure)
142.58
1,250.85
-0.141684
-0.196999
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.530754
1
0
Other
18
5
7.132378
wellness
General examination of patient (procedure)
136.8
14,411.41
1.745135
-0.151866
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
null
null
null
72.4 %
null
null
null
null
null
null
null
1.41705
1
14
Heart Condition
23
9
9.575845
ambulatory
Encounter for check up (procedure)
85.55
2,673.95
0.062345
-0.151866
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0.72959
1
0
Dental Issue
30
0
7.891686
outpatient
Consultation for treatment (procedure)
142.58
4,052.91
0.260044
-0.151866
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Other
18
5
8.307437
wellness
General examination of patient (procedure)
136.8
4,138.11
0.272259
-0.106733
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
null
null
null
58.7 %
null
null
null
null
null
null
null
0.615013
1
21
Heart Condition
23
9
8.328236
outpatient
Consultation for treatment (procedure)
142.58
142.58
-0.300577
-0.106733
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
18
5
4.966892
outpatient
Patient encounter procedure (procedure)
142.58
6,430.81
0.600962
-0.106733
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.530754
1
0
Other
18
5
8.769011
ambulatory
Encounter for symptom (procedure)
85.55
85.55
-0.308752
-0.106733
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
15
Respiratory Infection
65
0
4.460722
wellness
General examination of patient (procedure)
136.8
5,137.28
0.407763
-0.061599
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
null
null
null
77.0 %
null
null
null
null
null
null
null
0.958743
1
0
Other
66
9
8.544474
ambulatory
Encounter for check up (procedure)
85.55
3,105.35
0.124195
-0.061599
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0.958743
1
0
Dental Issue
48
0
8.041204
outpatient
Encounter for problem (procedure)
85.55
85.55
-0.308752
-0.061599
null
null
Negative (qualifier value) nan
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
37
Other
16
5
4.460722
outpatient
Consultation for treatment (procedure)
142.58
142.58
-0.300577
-0.061599
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
18
5
4.966892
wellness
General examination of patient (procedure)
136.8
8,991.46
0.968081
-0.016466
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
null
null
null
56.1 %
null
null
null
null
null
null
null
0.844167
1
14
Heart Condition
23
9
9.104142
ambulatory
Encounter for check up (procedure)
85.55
3,536.75
0.186044
-0.016466
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.187897
1
0
Dental Issue
30
0
8.171246
outpatient
Consultation for treatment (procedure)
142.58
142.58
-0.300577
-0.016466
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
18
5
4.966892
ambulatory
Encounter for symptom (procedure)
85.55
3,536.75
0.156822
0.028667
null
null
null
39.3 Cel
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.530754
1
12
Other
60
0
8.171246
outpatient
Encounter for check up (procedure)
85.55
4,086.86
0.264911
0.028667
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
null
null
null
62.5 %
null
null
null
null
null
null
null
0.04213
1
0
Heart Condition
23
5
8.315777
wellness
General examination of patient (procedure)
136.8
5,492.05
0.466372
0.028667
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
null
null
null
73.9 %
null
null
null
null
null
null
null
-0.072447
1
16
Heart Condition
23
9
8.611239
outpatient
Consultation for treatment (procedure)
142.58
142.58
-0.300577
0.028667
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
18
5
4.966892
wellness
General examination of patient (procedure)
136.8
13,183.68
1.569117
0.0738
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
null
null
null
49.8 %
null
null
null
null
null
null
null
1.302474
1
28
Other
66
9
9.486811
ambulatory
Encounter for check up (procedure)
85.55
3,536.75
0.186044
0.0738
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.302474
1
13
Dental Issue
30
0
8.171246
outpatient
Consultation for treatment (procedure)
142.58
142.58
-0.300577
0.0738
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
18
5
4.966892
wellness
General examination of patient (procedure)
136.8
10,111.95
1.128726
0.118934
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
null
null
null
38.9 %
null
null
null
null
null
null
null
1.187897
1
17
Other
66
9
9.221572
ambulatory
Encounter for check up (procedure)
85.55
3,105.35
0.124195
0.118934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0.958743
1
0
Dental Issue
30
0
8.041204
outpatient
Patient encounter procedure (procedure)
142.58
573.98
-0.238727
0.118934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.530754
1
0
Other
18
5
6.354335
ambulatory
Prenatal initial visit (regime/therapy)
142.58
9,206.03
0.998844
0.118934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.187024
1
45
Pregnancy
45
0
9.127723
ambulatory
Prenatal visit (regime/therapy)
142.58
1,005.38
-0.176877
0.118934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
14
Pregnancy
11
0
6.914115
ambulatory
Encounter for check up (procedure)
85.55
7,259.46
0.686362
0.164067
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.645331
1
0
Other
53
0
8.890198
wellness
General examination of patient (procedure)
136.8
4,274.11
0.291757
0.164067
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
null
null
null
30.3 %
null
null
null
null
null
null
null
0.04213
1
10
Heart Condition
23
9
8.360565
ambulatory
Encounter for symptom (procedure)
85.55
85.55
-0.321017
0.2092
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
15
Respiratory Infection
65
0
4.460722
wellness
General examination of patient (procedure)
136.8
14,535.49
1.762924
0.2092
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
null
null
null
30.1 %
null
null
null
null
null
null
null
-0.301601
1
40
Heart Condition
23
9
9.584417
ambulatory
Encounter for problem (procedure)
85.55
6,187.51
0.566077
0.2092
null
NYHAAssessment Objective evidence of severe cardiovascular disease nan
null
null
null
null
null
null
null
null
Dyspnea on exertion (finding) nan
null
null
null
null
null
null
-0.187024
1
11
Heart Condition
13
0
8.73045
ambulatory
Encounter for problem (procedure)
85.55
910.9
-0.190424
0.2092
null
TotalCO2Blood 27.4 mmol/L
null
null
null
null
null
null
null
null
null
38.3 %
null
null
null
null
null
-0.416177
1
0
Heart Condition
13
0
6.81553
emergency
Encounter for problem (procedure)
87.71
7,266.34
0.687344
0.254333
null
IronSat 36.8 %
null
null
null
null
null
null
null
null
null
null
80.0 %
null
null
null
null
-0.187024
1
0
Heart Condition
13
1
8.891146
inpatient
Admission to intensive care unit (procedure)
146.18
14,574.33
1.768454
0.254333
null
IronSat 32.6 %
null
null
null
null
null
null
null
null
null
36.8 %
null
null
null
null
null
3.823161
1
0
Heart Condition
13
4
9.587086
wellness
Death Certification
136.8
211.38
-0.290713
0.254333
null
null
null
null
null
null
null
null
null
null
null
null
null
Chronic congestive heart failure (disorder) nan
null
null
null
-0.759907
1
0
Heart Condition
13
9
5.358377
wellness
General examination of patient (procedure)
136.8
704.2
-0.221698
-1.280197
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
12
Injury
26
9
6.558481
ambulatory
Encounter for problem (procedure)
85.55
1,379.75
-0.082711
-0.919131
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
10
Other
41
0
7.230382
wellness
General examination of patient (procedure)
136.8
994.48
-0.169677
-0.693465
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
36
Injury
26
9
6.903225
outpatient
Encounter for check up (procedure)
85.55
652.95
-0.212962
-0.693465
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
32
Other
66
5
6.483031
wellness
General examination of patient (procedure)
136.8
998.38
-0.168978
-0.558065
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
18
Other
66
9
6.907135
ambulatory
Encounter for problem (procedure)
85.55
1,092.84
-0.134128
-0.558065
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
8
0
6.99745
emergency
Emergency treatment (procedure)
146.18
146.18
-0.303781
-0.287266
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
16
Neurological Issue
14
1
4.991656
emergency
Emergency hospital admission (procedure)
87.71
87.71
-0.314259
-0.287266
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
12
Other
16
1
4.485373
ambulatory
Encounter for problem (procedure)
85.55
85.55
-0.314646
-0.287266
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
7
Other
46
0
4.460722
emergency
Emergency treatment (procedure)
146.18
20,365.4
3.319739
-0.287266
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
15
Dental Issue
34
1
9.921642
wellness
General examination of patient (procedure)
136.8
996.16
-0.169376
-0.196999
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
16
Injury
26
9
6.904911
emergency
Emergency hospital admission (procedure)
87.71
87.71
-0.314259
-0.196999
null
null
null
null
6.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
16
1
4.485373
emergency
Emergency hospital admission (procedure)
87.71
87.71
-0.314259
-0.196999
null
null
null
null
9.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
16
1
4.485373
emergency
Emergency treatment (procedure)
146.18
146.18
-0.303781
-0.196999
null
null
null
null
7.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Neurological Issue
14
1
4.991656
emergency
Emergency hospital admission (procedure)
87.71
87.71
-0.314259
-0.196999
null
null
null
null
7.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
16
1
4.485373
emergency
Emergency treatment (procedure)
146.18
8,919.36
1.268475
-0.196999
null
null
null
null
4.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
9.096092
emergency
Emergency treatment (procedure)
146.18
146.18
-0.321017
-0.151866
null
null
null
null
5.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Neurological Issue
14
1
4.991656
emergency
Emergency treatment (procedure)
146.18
5,308.14
0.620618
-0.151866
null
null
null
null
6.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
8.577185
wellness
General examination of patient (procedure)
136.8
1,104.93
-0.149883
-0.106733
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
6.1 %
null
null
null
null
null
null
null
null
null
null
1.531627
1
6
Pregnancy
45
9
7.008442
ambulatory
Encounter for check up (procedure)
85.55
5,262.35
0.613096
-0.106733
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2.104511
1
11
Dental Issue
48
0
8.568523
emergency
Emergency treatment (procedure)
146.18
5,308.14
0.621303
-0.106733
null
null
null
null
6.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
8.577185
emergency
Emergency treatment (procedure)
146.18
5,308.14
0.621303
-0.106733
null
null
null
null
5.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
8.577185
emergency
Emergency treatment (procedure)
146.18
5,308.14
0.621303
-0.106733
null
null
null
null
8.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
8.577185
emergency
Emergency treatment (procedure)
146.18
15,722.36
2.469731
-0.061599
null
null
null
null
7.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
9.662903
emergency
Emergency hospital admission (procedure)
87.71
87.71
-0.314259
-0.061599
null
null
null
null
6.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
16
1
4.485373
ambulatory
Encounter for symptom (procedure)
85.55
3,536.75
0.303849
-0.061599
null
null
null
37.8 Cel
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.530754
1
12
Other
60
0
8.171246
emergency
Emergency hospital admission (procedure)
87.71
87.71
-0.314259
-0.061599
null
null
null
null
6.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
16
1
4.485373
emergency
Emergency treatment (procedure)
146.18
20,794.05
3.396558
-0.061599
null
null
null
null
8.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
9.94247
emergency
Emergency room admission (procedure)
146.18
146.18
-0.303781
-0.061599
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
19
Injury
58
1
4.991656
emergency
Emergency treatment (procedure)
146.18
146.18
-0.303781
-0.061599
null
null
null
null
8.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Neurological Issue
14
1
4.991656
wellness
General examination of patient (procedure)
136.8
1,150.44
-0.141727
-0.016466
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
6.2 %
null
null
null
null
null
null
null
null
null
null
0.615013
1
47
Heart Condition
23
9
7.048769
emergency
Emergency treatment (procedure)
146.18
15,814.22
2.504114
-0.016466
null
null
null
null
4.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
9.668728
ambulatory
Encounter for check up (procedure)
85.55
3,105.35
0.226537
-0.016466
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0.958743
1
0
Dental Issue
30
0
8.041204
ambulatory
Follow-up encounter (procedure)
85.55
85.55
-0.314646
-0.016466
null
SBP 133.0 mm[Hg]
null
null
null
75.0 mm[Hg]
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Heart Condition
23
0
4.460722
emergency
Emergency treatment (procedure)
146.18
9,690.62
1.406694
-0.016466
null
null
null
null
8.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
9.179017
emergency
Emergency treatment (procedure)
146.18
5,308.14
0.621303
-0.016466
null
null
null
null
4.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
8.577185
emergency
Emergency room admission (procedure)
146.18
10,124.64
1.484475
-0.016466
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
14
Injury
25
1
9.222826
emergency
Emergency treatment (procedure)
146.18
20,794.05
3.396558
-0.016466
null
null
null
null
5.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
9.94247
wellness
General examination of patient (procedure)
136.8
1,002.59
-0.168223
0.028667
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
6.3 %
null
null
null
null
null
null
null
null
null
null
1.531627
1
25
Pregnancy
11
9
6.911339
emergency
Emergency treatment (procedure)
146.18
20,794.05
3.396558
0.028667
null
null
null
null
4.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
9.94247
ambulatory
Encounter for check up (procedure)
85.55
3,105.35
0.226537
0.028667
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0.958743
1
0
Dental Issue
30
0
8.041204
ambulatory
Encounter for check up (procedure)
85.55
85.55
-0.314646
0.028667
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Injury
28
0
4.460722
emergency
Emergency hospital admission (procedure)
87.71
87.71
-0.314259
0.028667
null
null
null
null
8.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
16
1
4.485373
emergency
Emergency treatment (procedure)
146.18
146.18
-0.303781
0.028667
null
null
null
null
5.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Neurological Issue
14
1
4.991656
emergency
Emergency hospital admission (procedure)
87.71
87.71
-0.314259
0.028667
null
null
null
null
7.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
16
1
4.485373
emergency
Emergency hospital admission (procedure)
87.71
87.71
-0.314259
0.028667
null
null
null
null
8.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
16
1
4.485373
wellness
General examination of patient (procedure)
136.8
785.58
-0.207114
0.0738
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
6.3 %
null
null
null
null
null
null
null
null
null
null
0.958743
1
32
Pregnancy
45
9
6.667694
ambulatory
Encounter for check up (procedure)
85.55
3,105.35
0.226537
0.0738
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0.958743
1
0
Dental Issue
48
0
8.041204
emergency
Emergency treatment (procedure)
146.18
146.18
-0.303781
0.0738
null
null
null
null
6.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Neurological Issue
14
1
4.991656
emergency
Emergency hospital admission (procedure)
87.71
87.71
-0.314259
0.0738
null
null
null
null
8.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
16
1
4.485373
emergency
Emergency treatment (procedure)
146.18
5,308.14
0.603381
0.118934
null
null
null
null
5.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
8.577185
wellness
General examination of patient (procedure)
136.8
853.36
-0.177046
0.118934
null
SmokingStatus Never smoked tobacco (finding) nan
null
null
null
null
5.9 %
null
null
null
null
null
null
null
null
null
null
0.615013
1
34
Heart Condition
13
9
6.750353
ambulatory
Encounter for check up (procedure)
85.55
4,830.95
0.535785
0.118934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.875357
1
11
Dental Issue
30
0
8.483005
emergency
Emergency treatment (procedure)
146.18
20,794.05
3.396558
0.118934
null
null
null
null
6.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
9.94247
emergency
Emergency treatment (procedure)
146.18
17,577.25
2.82007
0.118934
null
null
null
null
7.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.416177
1
0
Dental Issue
34
1
9.774418
ambulatory
Encounter for problem (procedure)
85.55
1,379.75
-0.082711
0.118934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.072447
1
0
Other
41
0
7.230382
ambulatory
Follow-up encounter (procedure)
85.55
516.95
-0.237335
0.118934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.530754
1
0
Other
41
0
6.249879
emergency
Emergency treatment (procedure)
146.18
146.18
-0.303781
0.118934
null
null
null
null
5.0 score
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Neurological Issue
14
1
4.991656