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Readout case C132 · retroactive judgment · abstract basis

Medical testing company regulatory filing citing Pregnancy paper — SERA Prognostics, 2026-01-08

SERA PrognosticsSERA PrognosticsNASDAQ SERA
Filings SEC · Quote Google
cited a paper published in Pregnancy as the basis for its claims in a regulatory filing submitted to the U.S. Securities and Exchange CommissionU.S. Securities and Exchange Commission
Regulator · Website
. The company read the manner in which it wrote the paper and the actual scope of the paper in sequence. The stock price movement for one month after the filing was compared to past cases of the same type. This is a retrospective judgment written after knowing the results. The paper was read only up to the abstract.

Summary of facts. SERA Prognostics cited Pregnancy paper in the 8-K (Item 7.01 Reg FD disclosure · 9.01 financial statements·attached documents) filed on 2026-01-08. The paper was published on 2026-01-01. The excess return on the day of the filing compared to the market was +6.1%, and the cumulative return over the following 20 trading days was −30.0%. When arranging 142 cases in order, it ranks in the bottom 12%. This number is a past fact. It is not a rule to apply to future cases.
+6.1%
Excess return on filing day
−30.0%
Cumulative excess return over 20 trading days
12%
Percentile within sample of 142 cases (lower is better)
−6.9%
Sample median (20 trading days)

The disclosure wrote the paper in the press release like this

When a U.S. listed company has something to inform shareholders, the report submitted to the Securities and Exchange Commission is called 8-K. The item numbers of the document submitted by SERA Prognostics on 2026-01-08 were 7.01 Reg FD disclosure and 9.01 financial statements · attached documents. The company cited a paper published in Pregnancy in the attached press release. The sentence citing the paper, copied verbatim from the original, is as follows.

EX-99.1 2 sera-ex99_1.htm EX-99.1 JANUARY 2026 We are redefining pregnancy care to reduce the burden of preterm birth This presentation contains forward-looking statements that involve substantial risks and uncertainties.

What readers should first look at is where the company placed the paper in the press release. Next, they should determine whether the paper supports the entire company claim or only part of it. To answer the latter question, one must read the full paper. This article, which only read the abstract, cannot provide an answer.

The scope of the paper discussed in the abstract is limited to this extent.

The paper's title is Neonatal impact of maternal biomarker screening for risk of preterm birth with targeted interventions (PRIME): A multicenter, randomized, controlled trial and it was published in Pregnancy on 2026-01-01. The authors' affiliations are Women's Cancer Center of Nevada · University of Kentucky · University of Virginia · Louisiana State University in Shreveport. The summary published at the beginning of the paper is called abstract. What this article read was only up to there. This paragraph was rewritten by a person after filtering a draft written by a machine reading the abstract through numerical comparison, so it is a different grade from a full-text reading and a verified reading.

A randomized trial measured the ratio of two proteins in maternal blood during mid-pregnancy to identify individuals at high risk of preterm birth, then combined progesterone, low-dose aspirin, and nurse telephone counseling. In 19 locations in the United States, singleton pregnant women were divided into a group that received care based on test results and a group that received usual care without knowledge of the results. The primary outcomes were a composite index of newborn illness or death and the length of newborn hospital stay, with gestational age and newborn intensive care unit admission also examined. The results are in the latter part of the abstract. This article does not include the part it has not read.

What the abstract does not answer remains in the full text and appendix. This article leaves gaps as gaps. Readers compare the two citations above to determine which sentence in the abstract the company cited.

One month later, the stock price was in the bottom quarter of the sample.

The remaining return after subtracting the portion that moves with the overall market is called excess return. Dates are counted in trading days, which are only the days the stock market is open. In terms of the calendar, 20 trading days are about a month. The excess return on the day of the regulatory filing and the following month are listed in the table below.

PeriodExcess return relative to the marketMeaning
5 trading days before the filing+10.2%The extent of movement before the filing
On the filing date+6.1%On the filing date or the first trading day thereafter
Cumulative over +1 to +5 trading days+4.4%One week
Cumulative over +1 to +20 trading days−30.0%One month

A bundle of past cases of the same type is called a sample. The position counted from the bottom is expressed as a percentile. The one-month excess return of −30.0% in this case is within the bottom quarter, at the 12% position from the bottom among 142 cases in the sample.

Sample scale (20 trading days)Tenth from the bottomFourth from the bottomMedianTop 25%Top 10%This case
Excess return−31.9%−20.1%−6.9%+5.5%+19.5%−30.0%

Half of the sample falls between the two central marks on the chart. One checks the chart to see whether this case lies within or outside the range. The sample collects cases where U.S.-listed companies cited papers in 8-K filings over the past decade. The company itself is excluded from the sample. The numbers listed here are historical facts, not rules applicable to future cases.

There is one additional case where the same company cited a paper in an 8-K filing, and it is included in the table below.

Filing dateJournal of the cited paperExcess return over one month
2023-09-25medRxiv+7.5%

Documents issued by the company after the filing

After the filing date, the company issued three 8-K filings. Only the item numbers are listed. In 8-K filings without titles, the item numbers indicate the type of content. Whether it was an earnings announcement or a contract can be determined by the item number. The specific event is read in the original text of each link.

What this article does not answer

This article, which reads only abstracts, cannot answer what the paper reviewed, how it was done, or what it showed. How many times the paper cited by the company was cited afterward can be verified again through the OpenAlexOpenAlex
Data source · Website
citation count. What will be seen next is whether the company's next 8-K again cites the same paper.

How many were measured. The sample is 144 out of 1,561 listed U.S. companies 8-K filings from 2015-01-01 to 2026-09-03 that included a paper DOI, selecting 184 cases with papers published between -3 and +60 days from the filing date, and attaching stock prices to 144 cases. Excess returns are the cumulative daily returns minus market returns, and the window is +1 to +20 trading days with the filing date set to 0. Stock prices are Sharadar adjusted close prices, paper metadata and abstracts are from OpenAlex, and filing searches are from SEC EDGAR professional search. Abstract summaries are machine-generated, and numbers in the summaries are compared by program to those in the abstracts, then reviewed manually. Review date 2026-10-07.

Explanation of terms

8-K
A voluntary report submitted to the U.S. Securities and Exchange Commission when a listed company has something to inform shareholders. The type is indicated by item numbers such as earnings, contracts, and officer changes. All events in this article come from this document.
Excess return
The remainder obtained by subtracting the market's overall return from the stock's return. It is used to observe the company's unique movement after removing the portion attributable to the market's collective rise or fall.
Trading day
A date counting only the days when the stock market is open. Since weekends and holidays are excluded, 20 trading days correspond to approximately one calendar month.
Sample and percentile
A bundle of past cases of the same type is a sample, and the position from the bottom within it is expressed as a percentile. A percentile of 10 means that nine out of ten cases performed better than this case.
Abstract
A summary placed at the beginning of a paper. The author writes in a few sentences what was done, how it was done, and what results were obtained. Without reading the full text, details and limitations of the method cannot be known.