So what is going on in the County then, in terms of caseload?  One potential clue is from school surveillance data which has been ongoing in Santa Monica / Malibu since the beginning of this year (Figure 3).  One can see that these data seem to be a bit ahead of the County-wide graph which would make sense as both symptomatic and asymptomatic cases would be ascertained. Illustrating such, is that the highest case rate was seen January 1st in the school district but not until January 11th in the County. 

Santa Monica / Malibu Unified School District has noted a steady rise in cases since mid March (note the data gap from April 2-18th due to Spring Break). That upward trend has continued taking the prevalence of positive cases from 0.04% March 5-12th to 1.01% May 9-15th.

At that point in time, there was a shortage of home tests so the incidence case rate for the County was a more accurate reflection of the true rate. With school prevalence of 9% this translated to a County-wide rate of 453 new daily cases per 100,000. Extrapolating to this most recent week, a school prevalence of 1% should mean a population rate of 50.3 new daily cases per 100,000.  The County is reporting half of that at 23.4.

Wastewater surveillance is telling a similar story, at least that the Hyperion plant in Los Angeles. Data collection of gene copies per Liter of wastewater began in early February (Figure 4 below). But similar to the school surveillance detailed above, the lowest gene copy levels were seen Feb 27th (6,579 copies) and March 8th (7,718). This copy level has climbed steadily (with the exception of one outlier on 3/29) and now stands at 216,240. It would have been more helpful to correlate these values with measurements obtained in January of 2021 during the Omicron surge.

So what can we conclude? First, the current caseload reported by the County is inaccurate by at least 2 fold. However, even with this rate adjustment the number of cases are far below that of the January Omicron surge. There is evidence from school surveillance and wastewater that these numbers will push even higher, given the expected lag in case reporting. Despite such, mortality rates continue to decrease which is likely the conjoint effect of vaccination, booster shots, typically mild disease from Omicron subvariants, early detection and early initiation of treatment.

Of course nobody wants to get the infection – but the impact of SARS-CoV-2 in terms of severe disease and mortality has been significantly blunted. Contact tracing efforts would better delineate the extent of transmission (my supposition has been that those who are vaccinated/boosted and treated are not particularly good vectors of spread) as well as the potential role of ‘superspreaders’ at large gatherings. However, the County Health Department has never shown much zeal for this most basic of Public Health activities (current contact tracing is at about 20% and about 85-90% is a reasonable metric for complete case ascertainment). Until somebody decides that it is worth doing contact tracing, we will continue to wonder why some folks get exposed and do not develop the infection (even in close contact, like a household) yet dozens will fall ill after a single celebratory gathering.