Table 3.
ID | Characteristics | Model performance | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Age | Sex | Estimated weight (kg) | Enrolment parasitaemia (p/mL) × 106 | Enrolment PfHRP2 (pg/mL) × 106 | Follow up duration (days) | Number (%) observations in predicted interval | RSS | RMSE | Predicted days above 800 pg/mL | Last day observed above 800 pg/mL | Predicted days above 80 pg/mL | Last day observed above 80 pg/mL | |
F1 | 24 | Male | 61 | 9.46 | 0.83 | 84 | 2 (14%) | 10.77 | 0.877 | 44.9 | 56 | 59.9 | 63 |
F2 | 25 | Male | 62 | 2.88 | 0.33 | 63 | 5 (50%) | 1.56 | 0.395 | 34.3 | 35 | 49.3 | 42 |
F3 | 25 | Female | 58 | 0.10 | 0.002 | 21 | 1 (25%) | 0.41 | 0.320 | 14.1 | 14 | 29.1 | – |
F4 | 24 | Male | 61 | 22.61 | 0.40 | 56 | 6 (67%) | 1.43 | 0.399 | 47.7 | 42 | 62.7 | – |
F5 | 25 | Female | 58 | 0.39 | 3.66 | 28 | 3 (60%) | 5.57 | 1.055 | 23.3 | 21 | 38.3 | – |
F6 | 24 | Female | 56.5 | 49.35 | 10,931.8 | 77 | 4 (31%) | 19.3 | 1.217 | 54.9 | 56 | 69.9 | 70 |
Participant characteristics and model performance of the updated model with PfHRP2 half-life estimate of 4.5 days applied to 6 individuals aged between 23 and 27 years from the study in Namibia in participants with P. falciparum mono-infection
RSS residual sum of squares, RMSE root mean standard error calculated on the mid-point of the minimum and maximum predicted PfHRP2 concentrations—no observations were observed below 80 pg/mL so the last day above the threshold of 80 pg/mL was not able to be reported