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Table 1 Most common Read codes extracted from free text for 2000 patients within 90 days of MI in CALIBER (top five codes in each category)

From: Natural language processing for disease phenotyping in UK primary care records for research: a pilot study in myocardial infarction and death

Number of records (%)

Read code

Read term

Current or previous condition (diagnosis Read codes)

 887 (8.1%)

G30z.00

Acute myocardial infarction NOS

 443 (4.1%)

R065.00

[D] Chest pain

 304 (2.8%)

C10..00

Diabetes mellitus

 272 (2.5%)

G307100

Acute non-ST segment elevation myocardial infarction

 256 (2.3%)

G33..00

Angina pectoris

Current or previous condition (non − diagnosis Read codes)

 991 (9.5%)

8H3Z.00

Other hospital admission NOS

 913 (8.8%)

8H…00

Referral for further care

 795 (7.6%)

1M…00

Pain

 469 (4.5%)

173..00

Breathlessness

 445 (4.3%)

8HA..11

Discharged from follow up

Quantitative test result

 577 (15.8%)

42Z7.00

Red blood cell distribution width

 142 (3.9%)

42M..00

Lymphocyte count

 141 (3.9%)

42N..00

Monocyte count

 139 (3.8%)

42K..00

Eosinophil count

 138 (3.8%)

42J..00

Neutrophil count

Absence of condition (diagnosis Read codes)

 121 (7.8%)

R023.00

[D] Oedema

 105 (6.8%)

G33..00

Angina pectoris

 90 (5.8%)

R065.00

[D] Chest pain

 57 (3.7%)

A....00

Infectious and parasitic diseases

 38 (2.5%)

R006200

[D] Fever NOS

Absence of condition (non-diagnosis Read codes)

 281 (15.6%)

182..00

Chest pain

 274 (15.2%)

173..00

Breathlessness

 208 (11.5%)

1M…00

Pain

 89 (4.9%)

2I18.12

O/E - tenderness

 48 (2.7%)

199..00

Vomiting

Suspected condition (diagnosis Read codes)

 70 (8.2%)

G30z.00

Acute myocardial infarction NOS

 48 (5.6%)

K190.00

Urinary tract infection, site not specified

 40 (4.7%)

A….00

Infectious and parasitic diseases

 32 (3.8%)

G33..00

Angina pectoris

 23 (2.7%)

G581.13

Impaired left ventricular function

Suspected condition (non-diagnosis Read codes)

 44 (16.5%)

8H…00

Referral for further care

 18 (6.7%)

8H3Z.00

Other hospital admission NOS

 16 (6.0%)

1M…00

Pain

 9 (3.4%)

173..00

Breathlessness

 7 (2.6%)

2C2..11

O/E - anaemic