Specific development disorders of scholastic skills

F5_SCHOLA

Endpoint definition

Endpoint definition steps

FinnGen

Phenotype data

520210

1. Apply sex-specific rule

None

520210

2. Check conditions

None

520210

3. Check pre-conditions, main-only, mode, registry filters

Registry filters:

  • Hospital discharge: ICD-10 F81
  • Hospital discharge: ICD-9 315[0-2]
  • Hospital discharge: ICD-8 3061
  • Cause of death: ICD-10 F81
  • Cause of death: ICD-9 315[0-2]
  • Cause of death: ICD-8 3061

2 out of 7 registries used, show all original rules.

1849

4. Check minimum number of events

None

1849

5. Include endpoints

1849

6. Filter based on genotype QC (FinnGen only)

1849

Control definitions (FinnGen only)

Control exclude
F5_PSYCHDEV

Extra metadata

Level in the ICD hierarchy
3
First used in FinnGen datafreeze
DF9
Parent code in ICD-10
F80-F89
Name in latin
Perturbationes specificae progressionis facultatis discendi

Case counts by codes

FinnGen case counts by registry codes:

generic upset plot

Upset plot

Full data table

Summary Statistics

-FinRegistry-

Key figures

All Female Male
Number of individuals
Whole population 40733 14544 26158
Only index persons 37350 13430 23920
Unadjusted period prevalence (%)
Whole population 0.62 0.42 0.73
Only index persons 0.76 0.49 0.91
Median age at first event (years)
Whole population 11.19 12.15 10.64
Only index persons 11.61 12.64 11.03

-FinnGen-

Key figures

All Female Male
Number of individuals 1849 987 862
Unadjusted period prevalence (%) 0.36 0.34 0.38
Median age at first event (years) 13.90 15.48 12.08

-FinRegistry-

Age distribution of first events

-FinnGen-

Age distribution of first events

-FinRegistry-

Year distribution of first events

-FinnGen-

Year distribution of first events

-FinRegistry-

Cumulative Incidence Function

-FinnGen-

Cumulative Incidence Function

CodeWAS (R11)

CodeWAS is a tool for exploring the associations between an endpoint and all of the medical codes and drug codes.

This is a new tool, please reach out using the contact form for feedback and improvement ideas.

First, a cohort is built by matching controls to the endpoint cases using year of birth and sex. Then, a Fisher test is done for all the medical codes and drug codes between the cases and controls of this cohort. Codes are reported in the table below if they have −log10(p-value) ≥ 6.

Matched cohort

Matched cases
1599
Matched controls
15903
Code
Vocabulary
Description
Odds Ratio
-log10(p)
N matched cases
N matched controls
F81.9
ICD-10 Finland
Developmental disorder of scholastic skills, unspecified
325.2
323.0
395
16
F81.0
ICD-10 Finland
Specific reading disorder
630.7
323.0
491
11
F81.3
ICD-10 Finland
Mixed disorder of scholastic skills
1673.4
323.0
475
*
F81.8
ICD-10 Finland
Other developmental disorders of scholastic skills
528.5
276.3
268
6
F83
ICD-10 Finland
Mixed specific developmental disorders
1852.4
169.5
162
*
F90.0
ICD-10 Finland
Disturbance of activity and attention
8.1
155.1
384
595
XA800
NOMESCO Finland
Neuropsychological investigation
13.1
147.3
272
244
F81.1
ICD-10 Finland
Specific spelling disorder
753.9
142.9
139
*
Z2445
NOMESCO Finland
Psychologist
7.6
139.1
360
588
Z00.4
ICD-10 Finland
General psychiatric examination, not elsewhere classified
4.7
131.1
538
1537
F80.1
ICD-10 Finland
Expressive language disorder
297.3
110.2
111
*
N06BA04
ATC
methylphenidate; oral
7.7
108.3
272
414
F82
ICD-10 Finland
Specific developmental disorder of motor function
169.2
106.4
111
7
F80.2
ICD-10 Finland
Receptive language disorder
167.2
91.0
95
6
N05AH04
ATC
quetiapine; oral
3.6
89.3
490
1723
F32.9
ICD-10 Finland
Depressive episode, unspecified
3.5
78.1
435
1522
Z2446
NOMESCO Finland
Social worker
4.4
76.4
314
841
ZY010
NOMESCO Finland
Hospital outpatient
4.6
74.6
289
729
30610
ICD-8 Finland
Special symptoms not elsewhere classified, Specific learning disturbance
+∞
73.3
70
*
N03AG01
ATC
valproic acid; systemic, rectal
5.8
66.7
204
393
R1230
NOMESCO Finland
Neuropsychological evaluation of need and possibilities to rehabilitation
14.1
65.3
114
86
Z3231
NOMESCO Finland
Registered nurse
2.7
63.8
581
2773
Z50.8
ICD-10 Finland
Care involving use of other rehabilitation procedures
5.3
62.1
203
422
ZXE11
NOMESCO Finland
Procedure duration 60 to 89 minutes
3.8
60.8
287
859
F80.9
ICD-10 Finland
Developmental disorder of speech and language, unspecified
213.5
60.4
62
*
Z2221
NOMESCO Finland
Medical doctor
2.6
57.6
523
2463
N05AX08
ATC
risperidone; systemic
4.6
56.8
214
517
N05AH03
ATC
olanzapine; systemic
4.4
55.1
217
547
F84.5
ICD-10 Finland
Asperger syndrome
65.1
54.5
63
10
Z3226
NOMESCO Finland
Physiotherapist
3.0
52.9
368
1458
112
Kela drug reimbursment
Severe psychotic and other severe mental disorders
4.2
52.7
221
590
F80.8
ICD-10 Finland
Other developmental disorders of speech and language
267.4
51.3
52
*
ZXE13
NOMESCO Finland
Procedure duration 90 to 119 minutes
4.3
49.3
200
516
N06AX16
ATC
venlafaxine; oral
3.1
48.8
309
1143
R2130
NOMESCO Finland
Counselling and guidance which enhance independent living
4.0
48.4
213
592
ZXE15
NOMESCO Finland
Procedure duration 120 to 149 minutes
5.9
48.3
142
258
F32.10
ICD-10 Finland
Moderate depressive episode without somatic syndrome
3.1
47.1
293
1067
3153A
ICD-9 Finland
Specific delays in development, Developmental speech or language disorder[KIELENKEHITYKSEN ERITYISVAIKEUS]
+∞
47.0
45
*
ICB01
NOMESCO Finland
Psychiatric treatment plan, standard
4.5
46.9
177
425
ZXE06
NOMESCO Finland
Procedure duration 50 to 59 minutes
3.8
46.9
215
619
ICZ03
NOMESCO Finland
Participation in compiling a psychiatric treatment plan
4.2
46.4
191
499
N03AX09
ATC
lamotrigine; oral
4.4
46.1
179
442
111
Kela drug reimbursment
Epilepsy and comparable convulsive disorders
4.8
45.8
161
359
3150A
ICD-9 Finland
Specific delays in development, Specific reading disorder
+∞
44.9
43
*
F33.10
ICD-10 Finland
Recurrent depression, moderate episode without somatic syndrome
4.0
43.4
188
513
R62.0
ICD-10 Finland
Delayed milestone
11.1
40.9
79
74
AA1BG
NOMESCO Finland
Standard MRI examination of brain with high intensity magnet
3.5
40.7
209
657
ZXE10
NOMESCO Finland
More than one and less than three hours
2.3
40.2
493
2617
IBZ01
NOMESCO Finland
Profession-specific psychiatric evaluation
5.3
40.0
129
261
F32.2
ICD-10 Finland
Severe depressive episode without psychotic symptoms
3.4
39.4
206
656
N05AX12
ATC
aripiprazole; systemic
3.9
39.4
172
472
F81.2
ICD-10 Finland
Specific disorder of arithmetical skills
203.7
38.9
40
*
R4160
NOMESCO Finland
Other therapy enhancing rehabilitation
5.1
38.8
129
270
ZXE03
NOMESCO Finland
Procedure duration 20 to 29 minutes
3.9
38.6
170
470
N06AX11
ATC
mirtazapine; oral
2.3
38.5
440
2249
F29
ICD-10 Finland
Unspecified nonorganic psychosis
3.9
38.3
167
457
WYA30
NOMESCO Finland
Preparations for expected poor cooperation
3.2
37.7
221
764
F70.0
ICD-10 Finland
Mild mental retardation, With the statement of no, or minimal, impairment of behaviour
33.4
37.6
49
15
IGY02
NOMESCO Finland
Psychiatric monitoring contact
4.2
37.2
151
387
ZXE04
NOMESCO Finland
Procedure duration 30 to 39 minutes
3.7
37.1
172
496
N05AA02
ATC
levomepromazine; systemic
7.2
37.0
92
133
N06AB04
ATC
citalopram; systemic
2.7
36.9
287
1193
F93.89
ICD-10 Finland
Other childhood emotional disorders
5.8
36.8
108
195
ZXE02
NOMESCO Finland
Procedure duration 10 to 19 minutes
4.1
36.8
154
406
N06AB10
ATC
escitalopram; oral
2.3
36.8
429
2207
N05BA01
ATC
diazepam; systemic, rectal
3.3
36.6
202
667
IGY01
NOMESCO Finland
Accelerated psychiatric treatment contact
4.7
36.3
129
290
ZXE20
NOMESCO Finland
More than three and less than five hours
3.2
36.2
204
685
ZXE05
NOMESCO Finland
Procedure duration 40 to 49 minutes
3.8
35.7
163
464
G40.9
ICD-10 Finland
Epilepsy, unspecified
5.7
35.6
106
195
N06AB03
ATC
fluoxetine; oral
2.9
35.5
236
888
ZXD10
NOMESCO Finland
Scheduled procedure
2.1
35.4
539
3113
ZYC01
NOMESCO Finland
Remote contact by phone
3.9
34.1
147
398
F98.8
ICD-10 Finland
Other specified behavioural and emotional disorders with onset usually occurring in childhood and adolescence
10.5
33.9
67
66
ZXE00
NOMESCO Finland
One hour or less
2.0
33.9
633
3952
F41.9
ICD-10 Finland
Anxiety disorder, unspecified
2.4
33.9
326
1518
183
Kela drug reimbursment
Lamotrigin and topiramate
10.8
32.9
64
61
F33.2
ICD-10 Finland
Recurrent depressive disorder, current episode severe without psychotic symptoms
4.1
32.6
135
352
R1210
NOMESCO Finland
Medical assessment of need and possibilities to rehabilitation
11.6
32.6
61
54
Z01.8
ICD-10 Finland
Other specified special examinations
2.4
32.6
324
1530
N06AB06
ATC
sertraline; oral
2.7
32.5
252
1039
R1100
NOMESCO Finland
General evaluation of the need for rehabilitation
5.5
32.4
100
192
IEY05
NOMESCO Finland
Dedicated profession-specific psychiatric intervention, individual
3.7
32.4
153
447
3152A
ICD-9 Finland
Specific delays in development, Other specific learning difficulties
+∞
32.3
31
*
F33.9
ICD-10 Finland
Recurrent depressive disorder, unspecified
4.0
32.0
135
358
R5599
NOMESCO Finland
Other rehabilitation service
6.6
31.4
83
131
Z03.3
ICD-10 Finland
Observation for suspected nervous system disorder
4.0
30.9
130
344
P24
ICPC
Specific learning problem
6.9
30.6
78
117
331
Kela drug reimbursment
Atomoxetine, dexamphetamine, guanfacine and lisdexamphetamine
7.8
30.6
72
96
Z3229
NOMESCO Finland
Other healthcare associate professional
3.1
29.6
174
600
F90.9
ICD-10 Finland
Hyperkinetic disorder, unspecified
9.4
29.2
61
67
WX110
NOMESCO Finland
Local anesthesy
1.9
28.8
1198
9679
ICC04
NOMESCO Finland
Psychiatric treatment plan, permanent discontinuation
4.2
28.8
114
285
Z01.0
ICD-10 Finland
Examination of eyes and vision
2.4
28.5
283
1326
AA1CG
NOMESCO Finland
Extensive MRI examination of brain with high intensity magnet
3.0
28.1
174
620
N05BA04
ATC
oxazepam; oral
2.2
27.9
330
1681
N06AX21
ATC
duloxetine; oral
3.1
27.7
167
584
K02.1
ICD-10 Finland
Caries of dentine
1.8
27.7
1078
8443
F88
ICD-10 Finland
Other disorders of psychological development
101.3
27.7
30
*
IGY99
NOMESCO Finland
Other psychiatric treatment contact
3.8
27.6
122
337
ICB03
NOMESCO Finland
Psychiatric treatment plan, monitoring
4.9
27.2
91
192
78159
ICD-8 Finland
Other symptoms referable to nervous system and special senses, Laesio loquendi alia sive NUD
62.8
26.9
31
5
R4110
NOMESCO Finland
Physiotherapy
2.1
26.8
353
1881
N03AF02
ATC
oxcarbazepine; oral
4.6
26.7
95
214
R51.80
ICD-10 Finland
Headache
2.1
26.3
331
1728
R4120
NOMESCO Finland
Occupational therapy
3.9
26.3
114
310
F84.8
ICD-10 Finland
Other pervasive developmental disorders
+∞
26.0
25
*
ZXY51
NOMESCO Finland
2-person team, doctor-nurse
4.6
26.0
92
206
R41.8
ICD-10 Finland
Other and unspecified symptoms and signs involving cognitive functions and awareness
4.8
25.9
89
193
F40.1
ICD-10 Finland
Social phobias
3.5
25.8
125
372
F84.9
ICD-10 Finland
Pervasive developmental disorder, unspecified
263.1
25.7
26
*
IEV99
NOMESCO Finland
Other psychiatric network intervention
7.6
24.9
59
80
T36
ICD-10 Finland
Poisoning by systemic antibiotics
3.3
24.8
132
423
IBZ06
NOMESCO Finland
Evaluation concerning developmental neuropsychiatry
9.8
24.7
50
52
F60.30
ICD-10 Finland
Emotionally unstable personality disorder, impulsive
4.6
24.3
86
193
ZXE17
NOMESCO Finland
Procedure duration 150 to 179 minutes
6.5
24.2
64
102
RS220
NOMESCO Finland
NA
6.7
24.1
62
95
R1220
NOMESCO Finland
Psychological examination of need and possibilities to rehabilitation
5.5
24.1
73
138
GD1AA
NOMESCO Finland
Thorax X-ray examination
1.9
24.0
434
2599
N05BA09
ATC
clobazam; oral
9.6
24.0
49
52
SFA10
NOMESCO Finland
Fillning on one surface of tooth
1.7
23.9
955
7360
F92.8
ICD-10 Finland
Other mixed disorders of conduct and emotions
13.0
23.9
42
33
WYA05
NOMESCO Finland
Emergency visit or other similar visit involving procedures
1.7
23.8
793
5785
EB1HA
NOMESCO Finland
Panorama tomography of teeth and jaws or similar X-ray examination
1.7
23.7
756
5443
M79.6
ICD-10 Finland
Pain in limb
1.9
23.6
452
2764
F32.00
ICD-10 Finland
Mild depressive episode without somatic syndrome
3.3
23.3
121
381
C07AA05
ATC
propranolol; systemic
2.1
23.1
303
1598
F41.2
ICD-10 Finland
Mixed anxiety and depressive disorder
2.2
23.1
265
1318
Z50.5
ICD-10 Finland
Speech therapy
5.2
23.1
73
145
F10.1
ICD-10 Finland
Mental and behavioural disorders due to use of alcohol, Harmful use
3.2
22.8
126
415
EBA05
NOMESCO Finland
Complicated extraction of tooth
2.1
22.6
280
1441
SPAT1307
SPAT
Psychosocial counselling and guidance
2.2
22.6
268
1354
R10.4
ICD-10 Finland
Other and unspecified abdominal pain
1.8
22.6
568
3784
IBA01
NOMESCO Finland
Diagnostic and symptom-mapping evaluation
3.6
22.5
104
298
IFA01
NOMESCO Finland
Psychiatric pharmacotherapy plan, not specified
4.3
22.5
85
204
R1250
NOMESCO Finland
Evaluation of functional capability
7.9
22.2
51
66
L17
ICPC
Foot/toe symptom/complaint
1.9
22.2
387
2279
S18
ICPC
Laceration/cut
1.8
22.2
516
3349
WX290
NOMESCO Finland
Other blockade of nerve
1.7
22.2
880
6698
F99
ICD-10 Finland
Mental disorder, not otherwise specified
4.7
22.1
77
170
F92.9
ICD-10 Finland
Mixed disorder of conduct and emotions, unspecified
8.9
22.0
47
54
182
Kela drug reimbursment
Brivaracetam, eslikarbazepin, gabapentin, lacosamide, levetiracetam, perampanel, pregabalin, tiagabin and zonisamide
5.2
22.0
69
136
ICB02
NOMESCO Finland
Psychiatric treatment plan, extended/prolonged
5.4
21.9
67
128
IGV01
NOMESCO Finland
Psychiatric network contact
5.7
21.9
64
116
3153X
ICD-9 Finland
Specific delays in development, Developmental speech or language disorder[PUHEEN KEHITYKSEN ERITYISVAIKEUS]
+∞
21.9
21
*
F43.1
ICD-10 Finland
Post-traumatic stress disorder
3.7
21.8
100
285
P03
ICPC
Feeling depressed
2.1
21.8
288
1524
R56.8
ICD-10 Finland
Other and unspecified convulsions
2.9
21.5
139
509
EB1AA
NOMESCO Finland
Tooth X-ray examination
1.7
21.1
817
6140
EBA15
NOMESCO Finland
Extraction of large number of teeth
5.0
21.1
69
143
F33.11
ICD-10 Finland
Recurrent depression, moderate episode of somatic syndrome
5.3
21.1
65
126
E66.01
ICD-10 Finland
Obesity due to excess calories
2.7
21.0
150
583
IBA04
NOMESCO Finland
Extensive initial psychiatric evaluation
3.7
21.0
95
268
WX408
NOMESCO Finland
General anesthesy, balanced
1.9
20.9
395
2387
RT150
NOMESCO Finland
NA
12.5
20.8
37
30
N01
ICPC
Headache
1.8
20.6
401
2442
F34.1
ICD-10 Finland
Dysthymia
3.8
20.6
90
247
P29
ICPC
Psychological sympt/compl other
2.4
20.5
193
873
A02BC02
ATC
pantoprazole; systemic
1.7
20.4
628
4410
P76
ICPC
Depressive disorder
2.5
20.3
168
710
F20.9
ICD-10 Finland
Schizophrenia, unspecified
5.3
20.3
62
119
SPAT1283
SPAT
Restricted health certificate
1.7
20.2
537
3610
N06BA09
ATC
atomoxetine; oral
11.7
20.2
37
32
K04.08
ICD-10 Finland
Other specified pulpit
2.6
20.0
157
642
X69
ICD-10 Finland
Intentional self-poisoning by and exposure to other and unspecified chemicals and noxious substances
3.3
20.0
104
328
M54.5
ICD-10 Finland
Low back pain
1.8
19.9
436
2760
R5110
NOMESCO Finland
Evaluation of the need for aids, the testing, fitting and choice of the aid, instruction in use and delivery of it
2.9
19.9
125
449
3159X
ICD-9 Finland
Specific delays in development, Unspecified delay in development
+∞
19.8
19
*
Z01.1
ICD-10 Finland
Examination of ears and hearing
2.2
19.8
212
1019
EBA00
NOMESCO Finland
Extraction of tooth
1.7
19.7
643
4577
N05AH02
ATC
clozapine; systemic
4.5
19.6
71
164
N03AX14
ATC
levetiracetam; systemic
4.5
19.5
70
160
AA1AD
NOMESCO Finland
CT of head and brain
2.3
19.4
196
914
SPAT1250
SPAT
Comprehensive monitoring of chronic illness
2.4
19.2
170
745
SAA01
NOMESCO Finland
Simple examination of mouth
1.7
19.2
1216
10322
K04.5
ICD-10 Finland
Chronic apical periodontitis
2.0
19.2
273
1482
L12
ICPC
Hand/finger symptom/complaint
1.9
19.2
300
1689
IGP01
NOMESCO Finland
Psychiatric family contact
4.1
19.1
76
192
F81
ICD-10 Finland
Specific developmental disorders of scholastic skills
26.2
19.1
26
10
R1260
NOMESCO Finland
Evaluation of communicative skills
9.9
19.1
38
39
TPH04
NOMESCO Finland
Cathetrisation of vein
2.0
19.0
255
1351
ZXD20
NOMESCO Finland
Day surgery
2.3
19.0
187
865
N05CF01
ATC
zopiclone; oral
2.0
18.9
254
1348
WX700
NOMESCO Finland
Respiratory and circulatory monitoring
2.2
18.8
204
986
JN3AE
NOMESCO Finland
Abdominal ultrasound examination
2.1
18.7
233
1196
SFA20
NOMESCO Finland
Filling on two surfaces of tooth
1.6
18.6
891
6982
F90.1
ICD-10 Finland
Hyperkinetic conduct disorder
21.0
18.6
27
13
N03AX11
ATC
topiramate; oral
4.4
18.5
67
155
L03
ICPC
Low back symptom/complaint
1.8
18.4
355
2149
F60.9
ICD-10 Finland
Personality disorder, unspecified
5.4
18.3
55
104
SPAT1240
SPAT
Therapeutic discussion
1.9
18.2
289
1633
SPAT1365
SPAT
Health check-up performed during first study year due to special need in students of upper secondary schools or vocational schools
6.4
18.2
48
77
R29.8
ICD-10 Finland
Other and unspecified symptoms and signs involving the nervous and musculoskeletal systems
2.8
18.0
123
466
F61.0
ICD-10 Finland
Mixed personality disorders
5.1
17.9
57
115
J45.9
ICD-10 Finland
Asthma, unspecified
2.0
17.9
248
1329
A29
ICPC
General symptom/complaint other
2.4
17.8
158
690
L02
ICPC
Back symptom/complaint
2.2
17.8
188
896
ZXA10
NOMESCO Finland
Bilateral
2.1
17.8
228
1183
F70.1
ICD-10 Finland
Mild mental retardation, Significant impairment of behaviour requiring attention or treatment
36.9
17.6
22
6
K04.0
ICD-10 Finland
Pulpitis
2.2
17.4
199
984
J01.0
ICD-10 Finland
Acute maxillary sinusitis
1.8
17.4
356
2191
R11
ICD-10 Finland
Nausea and vomiting
2.4
17.3
160
713
N06AX12
ATC
bupropion; oral
2.4
17.2
157
699
F80.0
ICD-10 Finland
Specific speech articulation disorder
9.3
17.1
35
38
SPAT1234
SPAT
Support of social functional capacity
4.2
17.0
65
159
P01
ICPC
Feeling anxious/nervous/tense
1.8
17.0
358
2223
N03AX16
ATC
pregabalin; oral
2.1
16.9
204
1033
SPAT1243
SPAT
Psychiatric/psychological examination
2.7
16.9
119
459
RT420
NOMESCO Finland
NA
17.5
16.9
26
15
WX404
NOMESCO Finland
Intravenous generell anesthesy
1.9
16.8
296
1731
Z13.4
ICD-10 Finland
Special screening examination for certain developmental disorders in childhood
63.6
16.7
19
*
N02BE01
ATC
paracetamol; systemic, rectal
1.6
16.6
1053
8727
A05
ICPC
Feeling ill
1.9
16.6
264
1486
R02
ICPC
Shortness of breath/dyspnoea
2.2
16.5
172
815
D01
ICPC
Abdominal pain/cramps general
1.9
16.3
272
1559
IAA01
NOMESCO Finland
Assessment of need for psychiatric treatment
2.9
16.2
102
365
W01
ICD-10 Finland
Fall on same level from slipping, tripping and stumbling
1.8
16.1
342
2123
WX002
NOMESCO Finland
Sedation and analgesia
2.1
16.1
194
979
UJD10
NOMESCO Finland
Esophagoscopy, gastroscopy and duodenoscopy
1.9
16.0
263
1497
A09
ICD-10 Finland
Other gastroenteritis and colitis of infectious and unspecified origin
1.8
16.0
328
2013
F32.3
ICD-10 Finland
Severe depressive episode with psychotic symptoms
4.0
15.9
64
164
WZB00
NOMESCO Finland
Telephone receipt or other advice
1.6
15.9
479
3288
L28
ICPC
Limited function/disability (L)
2.6
15.9
119
474
J18.9
ICD-10 Finland
Pneumonia, unspecified
2.0
15.7
219
1173
J01DB01
ATC
cefalexin; oral
1.6
15.7
1209
10435
R03AC02
ATC
salbutamol; inhalant
1.5
15.5
776
6030
ZYB04
NOMESCO Finland
Outreach service in patient’s home or everyday environment
7.9
15.5
35
45
G47.3
ICD-10 Finland
Sleep apnoea
2.1
15.5
183
915
R1410
NOMESCO Finland
Drawing up a rehabilitation plan
11.8
15.5
28
24
F93.9
ICD-10 Finland
Childhood emotional disorder, unspecified
6.4
15.5
40
63
R05
ICPC
Cough
1.7
15.5
376
2430
ZXA05
NOMESCO Finland
Left side
2.0
15.5
219
1181
N06AB05
ATC
paroxetine; oral
3.0
15.4
93
324
A28
ICPC
Limited function/disability NOS
3.1
15.4
87
291
D11
ICPC
Diarrhoea
1.9
15.4
256
1465
N17
ICPC
Vertigo/dizziness
2.3
15.3
143
643
Z71.3
ICD-10 Finland
Dietary counselling and surveillance
2.8
15.3
101
374
SPAT1396
SPAT
Meeting with multidisciplinary group of experts
3.9
15.2
62
161
SGA02
NOMESCO Finland
Opening and dilatation of root canal of tooth
2.1
15.1
176
873
SFC01
NOMESCO Finland
Adjuvant procedure of filling therapy
1.7
15.1
331
2071
N06AX26
ATC
vortioxetine; oral
2.4
15.1
130
561
Z71.8
ICD-10 Finland
Other specified counselling
1.7
15.0
417
2794
P99
ICPC
Psychological disorders other
3.3
14.9
75
232
A03
ICPC
Fever
1.6
14.9
429
2902
N03AX12
ATC
gabapentin; oral
2.3
14.6
138
625
KMAK
NOMESCO Finland
NA
1.5
14.6
729
5636
IEP99
NOMESCO Finland
Other psychiatric family intervention
5.0
14.6
46
93
F89
ICD-10 Finland
Unspecified disorder of psychological development
80.4
14.5
16
*
Z03.2
ICD-10 Finland
Observation for suspected mental and behavioural disorders
3.6
14.4
64
180
R74
ICPC
Upper respiratory infection acute
1.5
14.4
653
4933
XF400
NOMESCO Finland
ECG with 12 standard connections
2.0
14.4
197
1047
J20.9
ICD-10 Finland
Acute bronchitis, unspecified
1.9
14.3
217
1197
R1240
NOMESCO Finland
Social assessment of need and possibilities of rehabilitation
7.9
14.3
32
41
F41.09
ICD-10 Finland
UNS Panic Syndrome
2.9
14.3
89
320
G44.2
ICD-10 Finland
Tension-type headache
2.0
14.2
192
1014
XCK00
NOMESCO Finland
Perimetry
3.6
14.2
65
187
ZXY82
NOMESCO Finland
Nurse in multidisciplinary team
5.5
14.2
41
75
ZXE01
NOMESCO Finland
Procedure duration 0 to 9 minutes
3.8
14.1
59
157
SFA30
NOMESCO Finland
Filling on tree or more surfaces of tooth
1.6
14.1
439
3020
NK6MA
NOMESCO Finland
Measurement of bone age from hand and elbow using X-ray
2.8
14.1
90
326
ZXA00
NOMESCO Finland
Right side
1.9
14.1
228
1290
N06AX22
ATC
agomelatine; oral
3.8
14.1
60
163
RS222
NOMESCO Finland
NA
5.5
14.0
41
76
ZXY80
NOMESCO Finland
Doctor in multidisciplinary team
5.8
14.0
39
68
F33.00
ICD-10 Finland
Recurrent depression, mild episode without somatic syndrome
3.7
14.0
60
164
R5140
NOMESCO Finland
Monitoring the use of the aid
2.9
13.9
86
307
G40.10
ICD-10 Finland
Simple partial seizures
10.1
13.9
27
27
F32.11
ICD-10 Finland
Moderate depressive episode with somatic syndrome
3.5
13.8
65
191
R05
ICD-10 Finland
Cough
1.8
13.8
260
1545
T90
ICPC
Diabetes non-insulin dependent
2.5
13.8
114
482
A01
ICPC
Pain general/multiple sites
2.6
13.8
103
410
F40.01
ICD-10 Finland
Agoraphobia with concomitant panic disorder
6.3
13.8
36
58
C07AB07
ATC
bisoprolol; oral
1.8
13.5
252
1493
P22
ICPC
Child behaviour symptom/complaint
3.6
13.4
60
170
Z50.9
ICD-10 Finland
Care involving use of rehabilitation procedure, unspecified
4.0
13.4
53
135
ZY000
NOMESCO Finland
Hospital inpatient
3.9
13.4
54
140
A10BA02
ATC
metformin; oral
2.2
13.4
142
679
N06BA12
ATC
lisdexamfetamine; oral
6.0
13.3
36
61
R4140
NOMESCO Finland
Psychotherapy
5.8
13.3
37
65
ZXE30
NOMESCO Finland
More than five and less than seven hours
3.1
13.2
75
251
G40.39
ICD-10 Finland
Other or unspecified generalized epileptic syndromes with atonic, clonic, myoclonic or tonic-clonic seizures
6.7
13.2
33
50
K59.09
ICD-10 Finland
Constipation, unspecified
3.1
13.2
73
243
RS140
NOMESCO Finland
NA
9.1
13.2
27
30
N07BB01
ATC
disulfiram; oral
3.1
13.1
72
239
F33.30
ICD-10 Finland
Recurrent depression, severe episode without somatic syndrome
6.5
13.0
33
51
T82
ICPC
Obesity
3.2
13.0
69
223
RL130
NOMESCO Finland
NA
11.0
13.0
24
22
F51.0
ICD-10 Finland
Nonorganic insomnia
1.9
12.9
210
1188
G80.2
ICD-10 Finland
Spastic hemiplegic cerebral palsy
19.1
12.9
19
10
AA1DG
NOMESCO Finland
Very extensive MRI examination of brain with high intensity magnet
3.2
12.8
67
215
D10
ICPC
Vomiting
1.9
12.7
198
1103
203
Kela drug reimbursment
Chronic asthma and similar chronic obstructive pulmonary diseases
1.8
12.7
254
1539
F41.1
ICD-10 Finland
Generalized anxiety disorder
2.1
12.6
141
689
F39
ICD-10 Finland
Unspecified mood [affective] disorder
3.2
12.6
65
206
H66.0
ICD-10 Finland
Acute suppurative otitis media
1.7
12.6
270
1668
G40.29
ICD-10 Finland
Localization-related (focal)(partial) symptomatic epilepsy and epileptic syndromes with complex partial seizures
4.9
12.6
40
82
SPAT1223
SPAT
Implementation of physical therapy rehabilitation plan
1.7
12.6
290
1831
SPAT1301
SPAT
No procedures
1.6
12.6
443
3133
RS210
NOMESCO Finland
NA
7.8
12.6
28
36
F84.0
ICD-10 Finland
Childhood autism
+∞
12.5
12
*
N05CD08
ATC
midazolam; nasal, systemic
4.2
12.5
46
110
F91.9
ICD-10 Finland
Conduct disorder, unspecified
8.7
12.5
26
30
SGA01
NOMESCO Finland
Tooth opening as first aid
1.7
12.4
256
1561
A04
ICPC
Weakness/tiredness general
1.8
12.4
238
1418
WZC00
NOMESCO Finland
Planning of intervention or health care consultation
1.5
12.4
528
3895
E66.8
ICD-10 Finland
Other obesity
2.8
12.4
82
306
F60.3
ICD-10 Finland
Emotionally unstable personality disorder
5.0
12.4
39
79
N88
ICPC
Epilepsy
6.9
12.3
30
44
F92.0
ICD-10 Finland
Depressive conduct disorder
5.7
12.2
34
60
SPAT1216
SPAT
Assessment of functional ability
2.3
12.1
114
515
N03AE01
ATC
clonazepam; systemic
3.1
12.1
66
218
KAY40
NOMESCO Finland
NA
0.3
12.1
20
731
RS221
NOMESCO Finland
NA
3.8
12.1
51
138
ZXD05
NOMESCO Finland
Urgent procedure
1.6
12.1
401
2790
E66.9
ICD-10 Finland
Obesity, unspecified
3.1
12.1
67
224
J20
ICD-10 Finland
Acute bronchitis
2.3
12.0
118
543
R06.0
ICD-10 Finland
Dyspnoea
1.8
12.0
223
1317
R53
ICD-10 Finland
Malaise and fatigue
1.7
12.0
263
1633
R42
ICD-10 Finland
Dizziness and giddiness
1.9
12.0
182
1002
N02AX02
ATC
tramadol; systemic, rectal
1.6
11.9
330
2191
N05AF03
ATC
chlorprothixene; systemic
4.0
11.8
46
116
H66.9
ICD-10 Finland
Otitis media, unspecified
1.8
11.8
223
1324
N05AN01
ATC
lithium; oral
3.7
11.8
50
136
S29
ICPC
Skin symptom/complaint other
1.8
11.7
237
1436
J06.9
ICD-10 Finland
Acute upper respiratory infection, unspecified
1.5
11.7
904
7512
SPAT1226
SPAT
Implementation of occupational therapy rehabilitation plan
5.9
11.7
32
55
L11
ICPC
Wrist symptom/complaint
1.9
11.7
167
900
KAY20
NOMESCO Finland
NA
0.2
11.7
10
531
E11.9
ICD-10 Finland
Type 2 diabetes mellitus, without complications
2.4
11.7
95
400
R52.9
ICD-10 Finland
Pain, unspecified
2.3
11.6
111
506
SPAT1395
SPAT
Health check-up of persons outside student and working life
4.0
11.6
46
118
Z03.9
ICD-10 Finland
Observation for suspected disease or condition, unspecified
1.7
11.6
249
1539
G40.20
ICD-10 Finland
Complex partial seizures with only alteration of consciousness
6.0
11.6
31
52
L01
ICPC
Neck symptom/complaint
1.8
11.5
200
1155
A97
ICPC
No disease
1.7
11.5
286
1844
SPAT1389
SPAT
Visit based on need for special support
2.0
11.5
150
782
RT160
NOMESCO Finland
NA
8.6
11.5
24
28
GD1UA
NOMESCO Finland
Thorax X-ray examination outside radiological department
2.1
11.5
133
661
H90.3
ICD-10 Finland
Sensorineural hearing loss, bilateral
3.0
11.4
66
226
SPAT1220
SPAT
Assessment of need for rehabilitation and/or rehabilitation plan
2.6
11.4
84
335
M79.7
ICD-10 Finland
Fibromyalgia
3.6
11.3
50
141
G40.19
ICD-10 Finland
Localization-related (focal)(partial) symptomatic epilepsy and epileptic syndromes with simple partial seizures
7.0
11.3
27
39
Z07
ICPC
Education problem
3.3
11.3
55
168
P01AB01
ATC
metronidazole; oral, rectal
1.6
11.3
388
2715
F70.9
ICD-10 Finland
Mild mental retardation, Without mention of impairment of behaviour
35.1
11.2
14
*
A12AX
ATC
Calcium, combinations with vitamin D and/or other drugs
1.9
11.2
184
1043
Z04.8
ICD-10 Finland
Examination and observation for other specified reasons
1.9
11.1
181
1020
SPAT1221
SPAT
Guidance concerning rehabilitation services and livelihood
4.2
11.1
41
99
K04.4
ICD-10 Finland
Acute apical periodontitis of pulpal origin
2.1
11.0
121
589
N29
ICPC
Neurological sympt/complt other
5.6
11.0
31
56
RL140
NOMESCO Finland
NA
9.2
11.0
22
24
UKC02
NOMESCO Finland
Cystoscopy
2.5
10.9
87
362
N05BE01
ATC
buspirone; oral
4.0
10.9
43
110
F60.31
ICD-10 Finland
Emotionally unstable personality disorder, borderline condition
3.7
10.9
47
130
N05AD01
ATC
haloperidol; systemic
4.6
10.9
37
82
P28
ICPC
Limited function/disability (P)
6.6
10.9
27
41
W0A12
NOMESCO Finland
Planned therapy visit for psychiatric disease
6.3
10.9
28
45
R4130
NOMESCO Finland
Speech therapy
5.1
10.9
33
65
RS211
NOMESCO Finland
NA
5.1
10.9
33
65
K05.10
ICD-10 Finland
Gingivitis (chronic) NOS
1.7
10.9
245
1535
F20.00
ICD-10 Finland
Paranoid schizophrenia continuous
3.7
10.8
46
126
Z02.7
ICD-10 Finland
Issue of medical certificate
2.2
10.8
105
482
DM1QA
NOMESCO Finland
Paranasal sinuses X-ray examination in one projection
2.7
10.8
75
288
F32
ICD-10 Finland
Depressive episode
2.2
10.8
110
517
Z63.7
ICD-10 Finland
Other stressful life events affecting family and household
2.7
10.8
73
278
X78
ICD-10 Finland
Intentional self-harm by sharp object
4.9
10.8
34
70
ZXY02
NOMESCO Finland
Neuropsychologist
8.3
10.8
23
28
SGB10
NOMESCO Finland
Fiiling of rooth of tooth with one root channel
2.0
10.8
136
699
D09
ICPC
Nausea
1.9
10.7
154
832
N06AG02
ATC
moclobemide; oral
3.8
10.7
44
117
3141A
ICD-9 Finland
Hyperkinetic syndrome of childhood, Hyperkinesis with developmental delay
21.5
10.6
15
7
G43.9
ICD-10 Finland
Migraine, unspecified
2.1
10.6
123
611
N05AB03
ATC
perphenazine; systemic, rectal
3.3
10.6
52
160
RD210
NOMESCO Finland
NA
2.6
10.5
77
304
H81
ICPC
Excessive ear wax
2.1
10.5
128
647
N03AF01
ATC
carbamazepine; oral, rectal
3.8
10.5
44
119
G40.12
ICD-10 Finland
Simple partial seizures with secondary generalization
5.7
10.5
29
51
G40.11
ICD-10 Finland
Simple partial epileptic seizure that develops into a complex partial seizure
11.2
10.5
19
17
SPAT1306
SPAT
Counselling and guidance related to nutrition and weight management
1.8
10.5
188
1095
Z03.89
ICD-10 Finland
Observation for other suspected diseases and conditions
1.7
10.5
221
1355
E66
ICD-10 Finland
Obesity
2.8
10.5
66
240
Z06
ICPC
Unemployment problem
6.5
10.4
26
40
SPAT1033
SPAT
Irrigation or wax removal of outer auditory canal
2.0
10.4
138
724
30920
ICD-8 Finland
Mental disorders not specified as psychotic associated with physical conditions, Brain trauma
+∞
10.4
10
*
R21
ICPC
Throat symptom/complaint
1.5
10.4
540
4121
Z08
ICPC
Social welfare problem
5.6
10.4
29
52
W01
ICPC
Question of pregnancy
3.9
10.3
41
106
R33
ICD-10 Finland
Retention of urine
3.8
10.3
42
111
P06
ICPC
Sleep disturbance
1.9
10.3
164
920
H01
ICPC
Ear pain/earache
1.6
10.2
260
1682
SFA40
NOMESCO Finland
Replacement of krone of tooth
1.9
10.2
154
848
N03AX23
ATC
brivaracetam; systemic
23.4
10.2
14
6
SPAT1260
SPAT
Consultation of another employee
1.7
10.2
237
1494
N05BA12
ATC
alprazolam; oral
2.2
10.2
99
456
M25.5
ICD-10 Finland
Pain in joint
1.6
10.1
330
2270
IBB03
NOMESCO Finland
Assessment of vocational rehabilitation needs in a mental health context
6.2
10.1
26
42
N05BA06
ATC
lorazepam; systemic, sublingual
3.3
10.1
49
150
IBB02
NOMESCO Finland
Psychiatric evaluation of working capacity and rehabilitation
4.7
10.1
33
71
F44.9
ICD-10 Finland
Dissociative [conversion] disorder, unspecified
5.9
10.1
27
46
N39.4
ICD-10 Finland
Other specified urinary incontinence
3.7
10.1
43
119
GD1QA
NOMESCO Finland
Supine thorax X-ray examination
2.6
10.0
72
284
RT250
NOMESCO Finland
NA
11.3
10.0
18
16
G40.1
ICD-10 Finland
Localization-related (focal)(partial) symptomatic epilepsy and epileptic syndromes with simple partial seizures
14.6
10.0
16
11
H01BA02
ATC
desmopressin; nasal, systemic, sublingual
2.4
10.0
81
342
N06AA12
ATC
doxepin; systemic
3.7
9.9
42
115
IGY02
SPAT
NA
6.1
9.9
26
43
WX105
NOMESCO Finland
Surface analgesia on skin or mucosa
1.8
9.9
193
1153
C03CA01
ATC
furosemide; systemic
2.3
9.9
94
427
M03BC01
ATC
orphenadrine (citrate); systemic
1.6
9.9
258
1678
KC1EE
NOMESCO Finland
Ultrasound measurement of residual urine
2.5
9.9
74
299
F33.4
ICD-10 Finland
Recurrent depressive disorder, currently in remission
2.9
9.9
59
209
ZXY83
NOMESCO Finland
Social worker in multidisciplinary team
6.7
9.9
24
36
J45.0
ICD-10 Finland
Predominantly allergic asthma
1.8
9.8
186
1104
SPAT1249
SPAT
Treatment-related counselling outside office
1.4
9.8
576
4488
SAA02
NOMESCO Finland
Basic examination of mouth
1.5
9.7
1220
10927
R10.3
ICD-10 Finland
Pain localized to other parts of lower abdomen
1.5
9.7
336
2348
R03BA02
ATC
budesonide; inhalant
1.6
9.7
238
1525
P72
ICPC
Schizophrenia
3.8
9.7
39
103
P15
ICPC
Chronic alcohol abuse
3.4
9.6
45
134
R06AE07
ATC
cetirizine; oral
1.4
9.6
663
5322
XKD00
NOMESCO Finland
Uroflowmetry
2.4
9.6
81
349
ZY020
NOMESCO Finland
Telephone, letter or other consultation without direct patient contact
2.4
9.5
83
361
F10.20
ICD-10 Finland
Alcohol dependence currently independent
4.2
9.5
35
85
G40
ICD-10 Finland
Epilepsy
6.0
9.5
25
42
R07.4
ICD-10 Finland
Chest pain, unspecified
1.7
9.5
202
1243
G43.1
ICD-10 Finland
Migraine with aura [classical migraine]
1.9
9.5
144
796
P74
ICPC
Anxiety disorder/anxiety state
2.0
9.5
118
604
N06AX05
ATC
trazodone; oral
3.5
9.4
43
126
L16
ICPC
Ankle symptom/complaint
1.7
9.4
200
1230
P81
ICPC
Hyperkinetic disorder
4.1
9.4
35
86
NA1BG
NOMESCO Finland
Cervical spine MRI examination with high intensity magnet
2.8
9.4
59
215
3154A
ICD-9 Finland
Specific delays in development, Coördination disorder
+∞
9.4
9
*
F43.9
ICD-10 Finland
Reaction to severe stress, unspecified
3.0
9.3
53
179
K04.09
ICD-10 Finland
Pulpit UNS
2.4
9.3
74
309
RS123
NOMESCO Finland
NA
21.7
9.3
13
6
J01DA01
ATC
[U] cefalexin; systemic
1.4
9.3
727
5952
N02AE01
ATC
buprenorphine; parenteral, sublingual, transdermal
3.0
9.3
53
181
RT130
NOMESCO Finland
NA
8.7
9.3
19
22
N39.0
ICD-10 Finland
Urinary tract infection, site not specified
1.9
9.2
142
787
SPAT1292
SPAT
Other function in accordance with SHToL (Finnish classification of nursing interventions)
2.4
9.2
79
343
L02
ICD-10 Finland
Cutaneous abscess, furuncle and carbuncle
2.7
9.2
62
235
N03AX18
ATC
lacosamide; systemic
6.4
9.2
23
36
SDA03
NOMESCO Finland
Demanding parodonthologic therapy
1.4
9.2
470
3556
T74.1
ICD-10 Finland
Physical abuse
2.7
9.2
60
225
R4170
NOMESCO Finland
Therapy forms involving educational rehabilitation
13.7
9.1
15
11
RT490
NOMESCO Finland
NA
13.7
9.1
15
11
D06
ICPC
Abdominal pain localized other
1.9
9.1
141
781
A06AD11
ATC
lactulose; oral
2.1
9.1
98
472
ZXY01
NOMESCO Finland
Chief Physician, Head of Department or Deputy Chief Physician
4.1
9.1
34
84
SDA02
NOMESCO Finland
Parodonthologic therapy
1.4
9.1
497
3810
M79.1
ICD-10 Finland
Myalgia
1.8
9.0
170
1004
U07
ICPC
Urine symptom/complaint other
2.6
9.0
65
257
F31.9
ICD-10 Finland
Bipolar affective disorder, unspecified
2.7
9.0
61
232
WX882
NOMESCO Finland
High dependency care
2.4
9.0
75
321
G40.4
ICD-10 Finland
Other generalized epilepsy and epileptic syndromes
8.3
9.0
19
23
SGC10
NOMESCO Finland
Covering pulpa of tooth
1.7
9.0
196
1211
RS313
NOMESCO Finland
NA
15.6
9.0
14
9
F20.30
ICD-10 Finland
Undifferentiated schizophrenia continuous
4.0
9.0
34
85
M51.3
ICD-10 Finland
Other specified intervertebral disc degeneration
2.6
9.0
65
258
Z87.1
ICD-10 Finland
Personal history of diseases of the digestive system
1.5
9.0
422
3139
H53.0
ICD-10 Finland
Amblyopia ex anopsia
3.3
9.0
43
131
RS214
NOMESCO Finland
NA
7.0
9.0
21
30
R55
ICD-10 Finland
Syncope and collapse
2.1
8.9
101
495
J01EE02
ATC
sulfadiazine and trimethoprim; systemic
1.4
8.9
577
4559
TPH15
NOMESCO Finland
Insertion of central venous catheter through external or internal jugular vein
2.3
8.9
77
336
L15
ICPC
Knee symptom/complaint
1.6
8.9
261
1746
F94.8
ICD-10 Finland
Other childhood disorders of social functioning
18.6
8.9
13
7
L08
ICPC
Shoulder symptom/complaint
1.8
8.9
157
911
S06.0
ICD-10 Finland
Concussion
1.7
8.9
192
1187
IFA99
NOMESCO Finland
Other psychiatric pharmacotherapy service
3.9
8.9
35
91
IEY01
NOMESCO Finland
Psychoeducation, individual
3.8
8.9
36
96
G40.22
ICD-10 Finland
Complex partial epileptic seizure with secondary generalization
3.8
8.9
36
96
M75.1
ICD-10 Finland
Rotator cuff syndrome
1.8
8.9
141
792
F31.8
ICD-10 Finland
Other bipolar affective disorders
2.9
8.8
51
176
F43.22
ICD-10 Finland
Adaptation disorder with mixed anxiety and depression
2.3
8.8
76
331
FM1AE
NOMESCO Finland
Standard cardiac ultrasound examination
2.0
8.8
115
600
TPH07
NOMESCO Finland
Cathetrisation of artery
2.1
8.8
93
444
Z35.7
ICD-10 Finland
Supervision of high-risk pregnancy due to social problems
9.5
8.7
17
18
XXA00
NOMESCO Finland
Clinical examination requiring general anaesthesia
5.9
8.7
23
39
-
ICD-10 Finland
NA
5.4
8.7
25
47
M79.0
ICD-10 Finland
Rheumatism, unspecified
4.4
8.7
30
69
WZB00
SPAT
NA
0.5
8.7
73
1369
R96
ICPC
Asthma
2.0
8.7
108
554
F95.1
ICD-10 Finland
Chronic motor or vocal tic disorder
50.0
8.7
10
*
Z72.8
ICD-10 Finland
Other problems related to lifestyle
4.9
8.6
27
56
WZA90
NOMESCO Finland
Other doctors statement
1.4
8.6
426
3196
A27
ICPC
Fear of other disease NOS
2.7
8.6
58
221
E66.00
ICD-10 Finland
Metabolic syndrome
2.9
8.6
50
175
OAB43
SPAT
NA
0.6
8.5
156
2387
N05AE03
ATC
sertindole; oral
9.0
8.5
17
19
IER04
NOMESCO Finland
Rehabilitative psychiatric group intervention, functional
3.6
8.5
36
100
A02BC01
ATC
omeprazole; systemic
1.6
8.5
239
1583
F28
ICD-10 Finland
Other nonorganic psychotic disorders
7.3
8.4
19
26
F32.01
ICD-10 Finland
Mild depressive episode with somatic syndrome
5.4
8.4
24
45
F43.8
ICD-10 Finland
Other reactions to severe stress
3.0
8.4
48
164
IER02
NOMESCO Finland
Dedicated profession-specific psychiatric intervention, group
3.6
8.4
36
101
H03AA01
ATC
levothyroxine sodium; systemic
1.7
8.4
182
1124
ZX120
NOMESCO Finland
Intravenous
2.0
8.4
102
520
F60.8
ICD-10 Finland
Other specific personality disorders
6.2
8.3
21
34
H13
ICPC
Plugged feeling ear
1.7
8.3
160
956
R03AC03
ATC
terbutaline; inhalant
1.7
8.3
173
1057
F19.29
ICD-10 Finland
Addiction caused by several drugs in combination and by other psychoactive substances UNS
5.2
8.3
24
46
X59
ICD-10 Finland
Exposure to unspecified factor
1.5
8.2
272
1875
JN3AA
NOMESCO Finland
Abdominal X-ray examination without contrast
2.8
8.1
49
176
ZXE21
NOMESCO Finland
Procedure duration at least 3 but less than 4 hours
4.3
8.1
28
65
SPAT1360
SPAT
Extensive global examination
2.1
8.1
84
401
PH2AE
NOMESCO Finland
Ultrasound examination of lower leg veins
2.2
8.1
76
345
SPAT1139
SPAT
Nutrition survey
2.8
8.1
48
171
3094A
ICD-9 Finland
Adjustment reaction, With mixed disturbance of emotions and conduct
33.3
8.1
10
*
F13.1
ICD-10 Finland
Mental and behavioural disorders due to use of sedatives or hypnotics, harmful use
8.1
8.1
17
21
F90.8
ICD-10 Finland
Other hyperkinetic disorders
11.7
8.0
14
12
K85
ICPC
Elevated blood pressure
2.3
8.0
69
302
F20.8
ICD-10 Finland
Other schizophrenia
8.9
8.0
16
18
ZXE40
NOMESCO Finland
More than seven and less than nine hours
3.3
8.0
38
116
C08CA01
ATC
amlodipine; oral
1.8
8.0
126
703
UJF32
NOMESCO Finland
Coloscopy
1.7
8.0
174
1078
H29
ICPC
Ear symptom/complaint other
1.9
8.0
124
688
XF600
NOMESCO Finland
Bloodpressure measurement
1.9
8.0
109
581
A06AC01
ATC
ispaghula (psylla seeds); oral
1.7
7.9
162
983
F45.8
ICD-10 Finland
Other somatoform disorders
1.8
7.9
128
723
CK2X4
NOMESCO Finland
Optical coherence tomography (OCT) of ocular fundus
2.3
7.9
70
308
S60.2
ICD-10 Finland
Contusion of other parts of wrist and hand
2.0
7.9
92
460
WYA50
NOMESCO Finland
Student oral health check consistent with decree to assess need for oral health guidance and services
0.5
7.9
46
972
R04.0
ICD-10 Finland
Epistaxis
2.4
7.9
64
271
TLC00
NOMESCO Finland
Insertion of intrauterine device
2.1
7.9
89
439
UDH02
NOMESCO Finland
Rhinopharyngoscopy
2.1
7.8
82
391
P19
ICPC
Drug abuse
3.1
7.8
40
129
LC2AE
NOMESCO Finland
Ultrasound examination of uterus and parametria
1.8
7.8
125
704
A99
ICPC
Disease/condition unspecnature/site
2.0
7.8
93
468
F41.00
ICD-10 Finland
Moderate panic disorder
2.8
7.8
47
169
N06AA09
ATC
amitriptyline; systemic
2.6
7.8
55
217
N05CD07
ATC
temazepam; oral
2.9
7.8
46
163
F93.80
ICD-10 Finland
Generalized anxiety in the bardom age
8.4
7.8
16
19
G40.30
ICD-10 Finland
Benign myoclonic eplilepsy in infancy
10.8
7.8
14
13
N03AX22
ATC
perampanel; oral
10.8
7.8
14
13
L02.4
ICD-10 Finland
Cutaneous abscess, furuncle and carbuncle of limb
2.6
7.8
54
211
SAA03
NOMESCO Finland
Extended examination of mouth
1.3
7.7
744
6236
XA820
NOMESCO Finland
NA
6.9
7.7
18
26
R60.0
ICD-10 Finland
Localized oedema
2.3
7.7
69
307
K07.60
ICD-10 Finland
Snapping jaw
2.1
7.7
82
396
N06AX03
ATC
mianserin; oral
3.2
7.7
39
125
K21.9
ICD-10 Finland
Gastro-oesophageal reflux disease without oesophagitis
2.0
7.7
93
473
Q87.88
ICD-10 Finland
Other specified congenital malformation syndromes, not elsewhere classified
15.0
7.7
12
8
F98.00
ICD-10 Finland
Nonorganic enuresis nocturna
3.5
7.6
34
99
7803A
ICD-9 Finland
General symptoms, Convulsions
3.2
7.6
37
115
K59.1
ICD-10 Finland
Functional diarrhoea
2.3
7.6
66
290
G43.0
ICD-10 Finland
Migraine without aura [common migraine]
1.8
7.6
121
677
N04AA02
ATC
biperiden; systemic
3.9
7.6
29
74
F42.2
ICD-10 Finland
Mixed obsessional thoughts and acts
3.6
7.6
32
89
ICC01
NOMESCO Finland
Psychiatric treatment plan, transfer to psychiatric outpatient clinic
3.6
7.6
32
89
JN1AE
NOMESCO Finland
Ultrasound examination of upper part of abdomen
2.1
7.6
87
430
F33.8
ICD-10 Finland
Other recurrent depressive disorders
4.7
7.6
24
51
TJD00
NOMESCO Finland
Insertion of nasogastric or naso-gastroduodenal tube
4.7
7.6
24
51
103
Kela drug reimbursment
Diabetes, insulin-treated
1.7
7.6
160
979
AAF20
NOMESCO Finland
Revision of shunt of ventricle of brain
11.8
7.5
13
11
IAB01
NOMESCO Finland
Psychiatric pharmacotherapy consultation
4.9
7.5
23
47
C07AB02
ATC
metoprolol; systemic
2.0
7.5
87
434
F42.1
ICD-10 Finland
Predominantly compulsive acts [obsessional rituals]
4.5
7.5
25
56
NA3BG
NOMESCO Finland
Lumbar spine MRI examination with high intensity magnet
2.0
7.5
91
462
NG1AA
NOMESCO Finland
Knee X-ray examination without contrast
1.9
7.5
101
533
SPAT1217
SPAT
Assessment of need for services (elderly/care support)
6.2
7.5
19
31
Z00.0
ICD-10 Finland
General medical examination
1.5
7.5
261
1815
SPAT1296
SPAT
Other function in accordance with occupational therapy nomenclature
5.7
7.5
20
35
SHB00
NOMESCO Finland
Prepation and fitting of bite rail to mouth
1.7
7.5
164
1016
SPAT1281
SPAT
Other administrative function
1.8
7.5
127
728
JN3BD
NOMESCO Finland
Extensive abdominal CT
2.1
7.4
84
416
A02BC05
ATC
esomeprazole; systemic
1.5
7.4
316
2293
SPAT1153
SPAT
Removal of sutures
1.5
7.4
264
1845
N05CF02
ATC
zolpidem; oral
1.7
7.4
152
924
J01AA02
ATC
doxycycline; systemic
1.3
7.4
697
5810
SPAT1210
SPAT
Application of cast or individual aid
2.3
7.4
64
281
F43.00
ICD-10 Finland
Acute stress reaction mild
3.0
7.4
40
135
H50.31
ICD-10 Finland
Intermittent exotropia
3.4
7.4
34
102
ZXY03
NOMESCO Finland
Occupational therapist
5.0
7.4
22
44
N03AX15
ATC
zonisamide; oral
7.6
7.4
16
21
R5130
NOMESCO Finland
Repair work or maintenance done on the aid
6.0
7.3
19
32
WX110
SPAT
NA
2.0
7.3
88
447
OAA62
SPAT
NA
0.4
7.3
29
709
F21
ICD-10 Finland
Schizotypal disorder
5.6
7.3
20
36
G56.0
ICD-10 Finland
Carpal tunnel syndrome
1.9
7.3
98
518
U01
ICPC
Dysuria/painful urination
1.9
7.3
111
613
R06.4
ICD-10 Finland
Hyperventilation
3.3
7.3
34
103
G04BD04
ATC
oxybutynin; oral, transdermal
2.8
7.3
44
159
F20
ICD-10 Finland
Schizophrenia
6.8
7.3
17
25
C09AA05
ATC
ramipril; oral
2.0
7.3
87
441
H51.1
ICD-10 Finland
Convergence insufficiency and excess
9.3
7.3
14
15
SPAT1317
SPAT
Planned health check-up monitoring, health check-up performed based on individual need
1.4
7.2
398
3032
K30
ICD-10 Finland
Functional dyspepsia
1.9
7.2
103
557
D02
ICPC
Abdominal pain epigastric
2.1
7.2
80
392
215
Kela drug reimbursment
Diabetes, non-insulin-treated
1.7
7.2
157
972
SPAT1369
SPAT
Meeting with student welfare group of educational institution
3.7
7.2
29
78
ZXY54
NOMESCO Finland
2-person team, doctor-occupational therapist
15.7
7.2
11
7
K03.66
ICD-10 Finland
Tooth plaque
1.7
7.2
142
855
M75.8
ICD-10 Finland
Other shoulder lesions
2.8
7.2
44
161
P98
ICPC
Psychosis NOS/other
4.3
7.2
25
59
Z25
ICPC
Assault/harmful event problem
3.4
7.2
32
94
G43.8
ICD-10 Finland
Other migraine
3.4
7.2
32
94
Z31.5
ICD-10 Finland
Genetic counselling
2.0
7.1
90
464
F33.1
ICD-10 Finland
Recurrent depressive disorder, current episode moderate
2.3
7.1
62
272
RT390
NOMESCO Finland
NA
30.0
7.1
9
*
C03EA01
ATC
hydrochlorothiazide and potassium-sparing agents; oral
2.7
7.1
44
162
SFA00
NOMESCO Finland
Small filling
1.7
7.1
159
992
X44
ICD-10 Finland
Accidental poisoning by and exposure to other and unspecified drugs, medicaments and biological substances
3.1
7.1
37
122
F41.8
ICD-10 Finland
Other specified anxiety disorders
2.2
7.1
67
306
E03.9
ICD-10 Finland
Hypothyroidism, unspecified
2.0
7.1
88
453
I10
ICD-10 Finland
Essential (primary) hypertension
1.6
7.1
194
1278
DM1AD
NOMESCO Finland
CT of paranasal sinuses and face area
2.7
7.1
46
174
F44.7
ICD-10 Finland
Mixed dissociative [conversion] disorders
12.0
7.1
12
10
P77
ICPC
Suicide/suicide attempt
12.0
7.1
12
10
R47.0
ICD-10 Finland
Dysphasia and aphasia
12.0
7.1
12
10
-69
ICPC
Other reason for encounter NEC
2.6
7.0
49
191
H50.1
ICD-10 Finland
Divergent concomitant strabismus
4.0
7.0
26
65
R50.9
ICD-10 Finland
Fever, unspecified
1.5
7.0
225
1535
IEP03
NOMESCO Finland
Focused parental counselling
3.8
7.0
28
75
TKC20
NOMESCO Finland
Catheterisation of bladder
2.6
7.0
49
192
Z03.5
ICD-10 Finland
Observation for other suspected cardiovascular diseases
1.9
7.0
95
503
ZXY49
NOMESCO Finland
Other health care provider
4.3
7.0
24
56
F32.8
ICD-10 Finland
Other depressive episodes
3.2
7.0
34
107
AA1BM
NOMESCO Finland
MRI examination of brain with 3 Tesla magnet
4.1
7.0
25
61
SPAT1284
SPAT
Extensive health certificate
2.2
6.9
64
291
SPAT1211
SPAT
Application of soft bandage
1.7
6.9
151
936
IEZ99
NOMESCO Finland
Other psychiatric rehabilitation intervention
5.8
6.9
18
31
TAB00
NOMESCO Finland
Lumbar puncture
2.2
6.9
68
317
H65.3
ICD-10 Finland
Chronic mucoid otitis media
1.8
6.9
115
658
201
Kela drug reimbursment
Chronic cardiac insufficiency
3.2
6.9
33
103
R00.0
ICD-10 Finland
Tachycardia, unspecified
2.3
6.9
58
253
M54.4
ICD-10 Finland
Lumbago with sciatica
1.7
6.8
150
933
R10.1
ICD-10 Finland
Pain localized to upper abdomen
1.6
6.8
170
1093
SPAT1297
SPAT
Other function in accordance with speech therapy nomenclature
4.4
6.8
23
53
D12
ICPC
Constipation
3.0
6.8
37
126
ICB01
SPAT
NA
8.2
6.8
14
17
J01
ICD-10 Finland
Acute sinusitis
2.1
6.8
72
346
602
Kela drug reimbursment
Children's severe malnutrition
3.2
6.8
33
104
G40.2
ICD-10 Finland
Localization-related (focal)(partial) symptomatic epilepsy and epileptic syndromes with complex partial seizures
10.9
6.8
12
11
J01FF01
ATC
clindamycin; systemic
1.5
6.8
262
1865
Z29
ICPC
Social problem NOS
2.6
6.7
47
183
F70
ICD-10 Finland
Mild mental retardation
40.0
6.7
8
*
AA1AG
NOMESCO Finland
Short MRI examination of brain with median intensity magnet
3.6
6.7
28
78
T81.4
ICD-10 Finland
Infection following a procedure, not elsewhere classified
1.9
6.7
89
471
B18.2
ICD-10 Finland
Chronic viral hepatitis C
3.4
6.7
30
89
RS230
NOMESCO Finland
NA
7.2
6.7
15
21
RT120
NOMESCO Finland
NA
7.2
6.7
15
21
M54.9
ICD-10 Finland
Dorsalgia, unspecified
1.7
6.7
124
735
T78.4
ICD-10 Finland
Allergy, unspecified
1.9
6.7
91
487
P23
ICPC
Adolescent behaviour sympt/compl
3.1
6.7
34
111
XX4AW
NOMESCO Finland
NA
4.1
6.7
24
59
SPAT1254
SPAT
Administration of medicine
1.5
6.6
256
1817
S76
ICPC
Skin infection other
2.3
6.6
56
244
G40.89
ICD-10 Finland
Other epilepsy
6.4
6.6
16
25
J45.1
ICD-10 Finland
Nonallergic asthma
1.8
6.6
109
621
Z71.2
ICD-10 Finland
Person consulting for explanation of investigation findings
1.4
6.6
286
2080
IBA03
NOMESCO Finland
Psychotherapy evaluation
3.2
6.6
32
101
F10.09
ICD-10 Finland
Alcohol intoxication UNS
2.8
6.6
39
140
Z10
ICPC
Health care system problem
12.2
6.6
11
9
SPAT1285
SPAT
Provision of consultation response
2.0
6.6
75
373
R25.1
ICD-10 Finland
Tremor, unspecified
3.5
6.5
28
80
ZXY61
NOMESCO Finland
2-person team, special workers
4.8
6.5
20
42
ZXY52
NOMESCO Finland
2-person team, doctor-psychologist
4.8
6.5
20
42
SPAT1144
SPAT
Treatment of reopened or infected surgical wound
2.3
6.5
55
240
Z01.7
ICD-10 Finland
Laboratory examination
1.7
6.5
130
787
K08.80
ICD-10 Finland
Toothache NOS
1.8
6.4
106
604
IEY03
NOMESCO Finland
Vocational rehabilitation
6.2
6.4
16
26
F59
ICD-10 Finland
Unspecified behavioural syndromes associated with physiological disturbances and physical factors
4.5
6.4
21
47
N05AE04
ATC
ziprasidone; systemic
4.5
6.4
21
47
F93.2
ICD-10 Finland
Social anxiety disorder of childhood
69.7
6.4
7
*
SPAT1370
SPAT
Other health check-up
2.2
6.4
60
275
F32.1
ICD-10 Finland
Moderate depressive episode
1.8
6.4
109
628
K59.0
ICD-10 Finland
Constipation
2.2
6.4
58
263
C08CA02
ATC
felodipine; oral
3.2
6.4
31
98
N06CA01
ATC
amitriptyline and psycholeptics; systemic
2.3
6.4
55
243
J15.9
ICD-10 Finland
Bacterial pneumonia, unspecified
2.1
6.4
67
322
G81.1
ICD-10 Finland
Spastic hemiplegia
14.3
6.4
10
7
IEV99
SPAT
NA
14.3
6.4
10
7
R03BA05
ATC
fluticasone; inhalant
1.4
6.4
274
1987
Z50.1
ICD-10 Finland
Other physical therapy
2.6
6.4
45
178
F50.9
ICD-10 Finland
Eating disorder, unspecified
2.5
6.4
46
186
F10.00
ICD-10 Finland
Alcohol-related acute intoxication uncomplicated
3.2
6.3
30
93
K08.3
ICD-10 Finland
Retained dental root
2.3
6.3
57
256
A02BC03
ATC
lansoprazole; oral
1.6
6.3
165
1071
S80.0
ICD-10 Finland
Contusion of knee
1.8
6.3
103
584
W00
ICD-10 Finland
Fall on same level involving ice and snow
1.7
6.3
124
746
F25.9
ICD-10 Finland
Schizoaffective disorder, unspecified
3.3
6.3
29
88
Z64.0
ICD-10 Finland
Problems related to unwanted pregnancy
2.4
6.3
49
206
R07.0
ICD-10 Finland
Pain in throat
1.8
6.3
112
655
WZC10
NOMESCO Finland
Extensive specialist consultion with written report
2.1
6.3
71
352
L60.0
ICD-10 Finland
Ingrowing nail
2.0
6.3
73
365
H60.9
ICD-10 Finland
Otitis externa, unspecified
1.8
6.3
106
607
F19.21
ICD-10 Finland
Addiction caused by several drugs in combination and by other psychoactive substances currently independent but staying in a controlling environment
5.5
6.3
17
31
N04BC05
ATC
pramipexole; oral
2.7
6.3
41
156
R4110
SPAT
NA
3.2
6.3
30
94
J03.9
ICD-10 Finland
Acute tonsillitis, unspecified
1.6
6.3
160
1036
DCA20
NOMESCO Finland
Insertion of ventilating tube through tympanic membrane
1.6
6.3
141
880
U07.2
ICD-10 Finland
COVID-19, virus not identified
0.7
6.3
219
2962
M70.6
ICD-10 Finland
Trochanteric bursitis
2.3
6.2
54
239
34408
ICD-8 Finland
Other cerebral paralysis, Alia definita
+∞
6.2
6
*
3151A
ICD-9 Finland
Specific delays in development, Specific arithmetical disorder
+∞
6.2
6
*
J01CA04
ATC
amoxicillin; systemic
1.5
6.2
1393
13078
K92.0
ICD-10 Finland
Haematemesis
3.3
6.2
29
89
P07.2
ICD-10 Finland
Extreme immaturity
26.6
6.2
8
*
RK224
NOMESCO Finland
NA
26.6
6.2
8
*
R01AD09
ATC
mometasone; nasal
1.3
6.2
578
4774
U05
ICPC
Urination problems other
2.9
6.2
36
127
WX290
SPAT
NA
2.3
6.2
56
252
F98.9
ICD-10 Finland
Unspecified behavioural and emotional disorders with onset usually occurring in childhood and adolescence
4.3
6.2
21
49
RS312
NOMESCO Finland
NA
7.0
6.2
14
20
R44.0
ICD-10 Finland
Auditory hallucinations
7.0
6.2
14
20
Z76.9
ICD-10 Finland
Person encountering health services in unspecified circumstances
1.8
6.2
107
619
E11.8
ICD-10 Finland
Type 2 diabetes mellitus, with unspecified complications
3.2
6.1
29
90
M75.9
ICD-10 Finland
Shoulder lesion, unspecified
2.3
6.1
51
222
M54
ICD-10 Finland
Dorsalgia
1.6
6.1
143
901
AA400
NOMESCO Finland
Electroconvulsive therapy
4.5
6.1
20
45
H65.1
ICD-10 Finland
Other acute nonsuppurative otitis media
2.1
6.1
63
301
ZXY58
NOMESCO Finland
2-person team, nurse-occupational therapist
5.7
6.1
16
28
N05AL01
ATC
sulpiride; systemic
5.7
6.1
16
28
F19.1
ICD-10 Finland
Mental and behavioural disorders due to multiple drug use and use of other psychoactive substances, harmful use
3.1
6.1
30
96
XCW99
NOMESCO Finland
Other investigative procedure of eye
1.9
6.1
88
479
ZYB05
NOMESCO Finland
Outreach service at patient’s workplace, school or occupational/school health care
7.7
6.1
13
17
G91.1
ICD-10 Finland
Obstructive hydrocephalus
7.7
6.1
13
17
H02AB09
ATC
hydrocortisone; systemic
2.3
6.1
55
247
SPAT1262
SPAT
Handing over of treatment supplies
1.7
6.1
130
804
L18
ICPC
Muscle pain
2.2
6.0
60
282
R35
ICD-10 Finland
Polyuria
2.5
6.0
43
171
F90
ICD-10 Finland
Hyperkinetic disorders
8.6
6.0
12
14
SPAT1229
SPAT
Assessment of need for aid
2.5
6.0
43
172
D06AX01
ATC
fusidic acid; topical (antibiotics for topical use)
1.6
6.0
148
947
Q21.19
ICD-10 Finland
Atrial septal defect NOS
10.0
6.0
11
11
T74.2
ICD-10 Finland
Sexual abuse
6.7
6.0
14
21
Z03
ICPC
Housing/neighbourhood problem
6.7
6.0
14
21
G40.21
ICD-10 Finland
Partial epileptic seizure with cloudiness and automatism
6.7
6.0
14
21
K80
ICPC
Cardiac arrhythmia NOS
2.3
6.0
53
238

Mortality – FinRegistry

Association

Association between endpoint F5_SCHOLA and mortality.

Females

Parameter HR [95% CI] p-value
F5_SCHOLA 2.413 [1.84, 3.16] < 0.001
Birth year 0.989 [0.98, 1.0] 0.013

During the follow-up period (1.1.1998 — 31.12.2019), 94 out of 11747 females with F5_SCHOLA died.

Males

Parameter HR [95% CI] p-value
F5_SCHOLA 1.657 [1.4, 1.97] < 0.001
Birth year 0.991 [0.98, 1.0] 0.064

During the follow-up period (1.1.1998 — 31.12.2019), 252 out of 21835 males with F5_SCHOLA died.

Mortality risk

Mortality risk for people of age

years, who have F5_SCHOLA.

N-year risk Females Males
1 0.186% 0.348%
5 1.052% 2.127%
10 2.88% 5.474%
15 5.112% 10.542%
20 9.327% 17.257%

Relationships between endpoints

Index endpoint: F5_SCHOLA – Specific development disorders of scholastic skills

GWS hits: -

Endpoint
Case Overlap
Survival Analysis
Genetic Correlations
Genetic Signals
N (Jaccard index)
HR [CI]
Extremity
rg [CI]
Extremity
Hits
Coloc Hits
FinRegistry
FinnGen
FinRegistry
FinnGen
FinnGen
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