Comparison of machine learning algorithms applied to symptoms to determine infectious causes of death in children: national survey of 18,000 verbal autopsies in the Million Death Study in India

Table 1 Number of MDS 2004–13 VA records with initial physician agreement for ages 1–59 months across six infectious causes of death

Cause of death (CoD)	Disease code	ICD-10 codes	Number of cases	% cases
Pneumonia	Pneum	A37, J00-J06, J09-J18, J20-J22, J32, J36, J85, J86, P23, U04	5733	43
Diarrhoeal diseases	Diar	A00-A09	4897	37
Malaria	Mal	B50-B54	860	7
Fever of unknown origin	Fouo	R50	754	6
Meningitis/encephalitis	Men	A39, A81-A89, G00-G09	490	4
Measles	Meas	B01, B05	482	4
Total		All above codes	13,216

ISSN: 1471-2458