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Cosmos Study - Collaboration

Low Body Temperature Among 5- to 8-Week-Old Infants Is a Modest Predictor of Bacterial Infections

January 6, 2026
Dual-Team Study
Team A:Kersten Bartelt, RNMohammed Sayeem, MDJoe Deckert, PhD
Team B:Sam Butler, MDGrant Keane

Key Findings

  • Infants 5 to 8 weeks old with a low body temperature were 42% to 53% more likely to have a bacterial infection compared to infants of the same age with a normal temperature.
  • Infants who were younger than 5 weeks old who had a low body temperature did not have a significantly different likelihood of having a bacterial infection.

Hypothermia, or low body temperature, is concerning in infants, and there are a number of potential causes. It can be difficult to determine if the low temperature is due to inadequate temperature regulation, environmental exposure, or an underlying bacterial infection.1 The strength of low temperature’s association with true bacterial illness has remained uncertain in previous literature.2,3 Understanding whether low temperature meaningfully predicts bacterial infection, especially in relation to key developmental age groups, is important for informing evaluation pathways and avoiding unnecessary testing.

We studied 128,979 U.S. infants younger than 8 weeks old who had an emergency department (ED) visit between January 1, 2017, and September 30, 2025, and who had a blood, cerebrospinal fluid, or urine culture performed; a documented temperature during the visit; and a birth record in Cosmos. Infants were classified as having a low temperature (<36°C), normal temperature (36–38°C), or elevated temperature (>38°C) based on the lowest or highest temperature recorded during the visit. We then looked for an abnormal blood, cerebrospinal fluid, or urine culture as confirmation of a bacterial infection. Infants were grouped into those who were born prematurely (<37 weeks) or who had a NICU stay near the time of birth and those who were full term without a NICU stay. We accounted for social vulnerability based on residence, rurality based on residence, demographics, ED acuity level, census region of residence, and age group (birth to 3 weeks, 4 weeks, 5 to 8 weeks). Clinical guidelines for managing newborns with an abnormal temperature vary based on the infant’s age.4

Across all age groups, elevated temperature was a strong predictor of bacterial infection, whereas low temperature demonstrated an age-dependent pattern, as shown in Figure 1. Among 5- to 8-week-old infants, those with a low temperature were 42% more likely to have a bacterial infection if they were full term without a NICU stay and 53% more likely if they were preterm or had a NICU stay, compared with infants who had a normal temperature. Among 4-week-old infants, low temperature was not associated with a significant change in infection likelihood in either group. Among the youngest infants (birth to 3 weeks old), there was no clinically meaningful increase in infection likelihood with low temperature, which was associated with only a 9% increase in likelihood for full term infants without a NICU stay and a statistically insignificant increase for infants who were premature or had a NICU stay.

Figure 1
Likelihood of Bacterial Infection by Temperature, Age, and Risk
Likelihood of Bacterial Infection by Temperature, Age, and Risk
Figure 1. The likelihood of an infant having a bacterial infection by their age, whether they were preterm or had a NICU stay, and their body temperature.

These findings suggest that low body temperature might be a meaningful predictor of bacterial infections for infants starting at 5 weeks old.


These data come from Cosmos, a dataset created in collaboration with a community of Epic health systems representing more than 300 million patient records from 1,800 hospitals and more than 41,000 clinics from all 50 U.S. states, Canada, Lebanon, and Saudi Arabia. This study was completed by two teams that worked independently, each composed of a clinician and research scientists, in collaboration with a researcher from UPMC Children’s Hospital of Pittsburgh. The two teams came to similar conclusions. Graphics by Brian Olson.

References

  1. Ramgopal S, Lo YHJ, Potisek NM, Money NM, Halvorson EE, Cruz AT, Rogers AJ. Current Evidence on the Care of Young Infants With Hypothermia in the Emergency Department. Pediatr Emerg Care. 2025 Feb 1;41(2):146-151. doi: 10.1097/PEC.0000000000003259. PMID: 39883795.
  2. Ramgopal S, Walker LW, Vitale MA, Nowalk AJ. Factors associated with serious bacterial infections in infants ≤60 days with hypothermia in the emergency department. Am J Emerg Med. 2019;37(6):1139-1143. doi:10.1016/j.ajem.2019.04.015
  3. Ramgopal S, Noorbakhsh KA, Pruitt CM, Aronson PL, Alpern ER, Hickey RW. Outcomes of young infants with hypothermia evaluated in the emergency department. J Pediatr. 2020;221:132-137.e2. doi:10.1016/j.jpeds.2020.03.002
  4. Fever in infants 0 to 60 days. Children’s Hospital Colorado. https://www.childrenscolorado.org/health-professionals/clinical-resources/clinical-pathways/fever-in-infants-0-to-60-days/. Accessed December 18, 2025.

Data Definitions

Study period
Study population: inclusion
Study population: exclusion
Exposure
Stratifications
ICU stay
Confounders
Outcomes
Race and ethnicity
Model specifications