forecasting
agent
← back to scans

Above 500000 gonorrhea cases in the United States during 2026 — Above 500k

kalshiScience and Technology·2026-10-01·view on kalshi ↗
5%
Agent
12%
Market Price
-7.0%
Edge
78%
Confidence
5,121
Volume
8.0c
Spread
91
Days to resolution
9
Markets in event
final rationale
Mean of 5 draws (0.04, 0.03, 0.04, 0.08, 0.06). Provisional 2025 NNDSS total was ~441,851, already below 500k, and 2026 weekly cumulative counts through week 12 run ~31% below 2025, extrapolating to roughly 290-350k. Reaching 500k by the Jan 8, 2027 snapshot would require a massive backdated reconciliation from the 1CDP migration, far larger than the ~8% late catch-up seen for 2025. No source shows such a backlog, a case-definition change or an outbreak. The market's 12% (bid 4/ask 12) is falling and reflects a thin market, so I price near the bid, keeping a small residual for reporting artifacts and ambiguity in source-agency priority.
price vs. prediction
market price agent forecast at t+0
17 follow-ups
1. Planner Opus 5.5 · picks the research tools
Tools chosen: kalshi_direct resolution_source kalshi_related article_search
Planner reasoning
The question resolves on CDC provisional NNDSS weekly data for 2026 gonorrhea cases as of January 8, 2027. The Kalshi price is the anchor, and the resolution source shows the year-to-date cumulative count to compare against the pace of prior years (around 600k in 2023 and roughly 540k in 2024, with a declining trend). Related Kalshi markets for other STI and disease counts help calibrate, and one targeted search for the CDC provisional 2025 count gives the latest trend.
2. Research parallel tool calls + 4 web research loops (Sonnet 5) · read raw by the forecasters
at a glance
RESEARCH DIGEST (built in code: tool summaries and each report's bottom line; the forecasters read the full tool outputs and reports) Tools - kalshi_direct: ## This Market's Kalshi Data **Above 500k** (KXGONORRHEACOUNT-27JAN01-A500000) - Current price (probability): 12.00% (live; bid 4% / ask 12%) - 7-day price change: -19.00% - 30-day price change: -16.00% - Average daily volume: 113 contracts - Price range: 2.00% - 38.00% - Data points: 24 days - resolution_source: already_resolved=unclear; matches_criteria=True; last_updated=Sept. 24, 2025. The CDC's provisional 2024 STI surveillance report shows total gonorrhea cases of 543,409 for 2024 (down 9.6% from 2023), with a declining trend over 2022-2024 (648,056 in 2022, 601,319 in 2023, 543,409 in 2024). This is historical data for 2024 only; no data for 2026 (the resolution year) is present on this page. - kalshi_related: 1 related markets / summaries. series KXGONORRHEACOUNT: 0 markets (skipped 9 no-signal) | keyword 'gonorrhea': no matches | keyword 'syphilis cases': ok | keyword 'chlamydia': no matches - article_search: Fetched 14 unique articles across 2 queries (lookback=365d). 'CDC provisional 2025 gonorrhea cases total decline': 8 articles | 'NNDSS 2026 gonorrhea year-to-date cumulative cases': 8 articles Research loops, bottom lines - current state: All available 2026 CDC NNDSS weekly cumulative data (through week 12, ending March 28, 2026) show gonorrhea cases running roughly 30% below the already-declining 2025 pace, consistent with a third/fourth consecutive year of decline; extrapolated full-year 2026 totals land well under 500,000, making the "Above 500k" outcome look unlikely absent a major reversal or large late-reported backdated-case surge not yet visible in the data. - base rate: The reference class (CDC-reported annual gonorrhea cases) exceeded 500,000 every year from 2020–2024, but provisional NNDSS data show a clear, multi-year accelerating decline — full-year 2025 provisional cases (~442,000) were already below 500,000, and early 2026 weekly data show an even steeper (~31%) year-over-year drop versus 2025 — making a reversal back above 500,000 for 2026 a historically-unusual, trend-breaking outcome rather than the base-rate expectation. - yes case: The single most plausible path to YES is not a reversal of the underlying disease trend but a data-reporting mechanism: NNDSS weekly cumulative counts are provisional and have historically been revised upward by several percent as states finish reconciliation (as seen in the 407,405→441,851 jump for 2025 between early December 2025 and January 2026), compounded by an acknowledged, still-unresolved CDC data-migration backlog (1CDP) and documented week-7 2026 jurisdictional reporting gaps in large - no case: Every available data point — including a newly-found Week 39 2025 table showing the decline held through three quarters of last year, the CDC's own acknowledgment of an unfinished 1CDP data-migration/reconciliation process, and the historical pattern of only modest provisional-to-final upward revisions — supports continuation of the status quo: a sub-500,000 gonorrhea count for 2026, resolving NO, absent an unprecedented reporting reversal that no source currently evidences.
tools
toolstatustimeitemssummary
kalshi_direct OK 0.2s 1 ## This Market's Kalshi Data **Above 500k** (KXGONORRHEACOUNT-27JAN01-A500000) - Current price (probability): 12.00% (live; bid 4% / ask 12%) - 7-day price change: -19.00% - 30-day price change: -16.00% - Average daily volume: 113 contracts - Price range: 2.00% - 38.00% - Data points: 24 days
resolution_source OK 4.4s 1 already_resolved=unclear; matches_criteria=True; last_updated=Sept. 24, 2025. The CDC's provisional 2024 STI surveillance report shows total gonorrhea cases of 543,409 for 2024 (down 9.6% from 2023), with a declining trend over 2022-2024 (648,056 in 2022, 601,319 in 2023, 543,409 in 2024). This is h
kalshi_related OK 2.5s 1 1 related markets / summaries. series KXGONORRHEACOUNT: 0 markets (skipped 9 no-signal) | keyword 'gonorrhea': no matches | keyword 'syphilis cases': ok | keyword 'chlamydia': no matches
article_search OK 0.3s 14 Fetched 14 unique articles across 2 queries (lookback=365d). 'CDC provisional 2025 gonorrhea cases total decline': 8 articles | 'NNDSS 2026 gonorrhea year-to-date cumulative cases': 8 articles
research loops · 4/4 ok · 24 searches · 6 page reads
dimensionstatustimesearchespage readsreport
current state OK 54s 8 2 4065 chars
base rate OK 48s 5 1 4543 chars
yes case OK 49s 6 1 4795 chars
no case OK 53s 5 2 5470 chars
report: current state
- [2025-10-11] CDC NNDSS provisional weekly table for week 41 shows Gonorrhea (Week 26) Weekly cases of notifiable diseases, United States, U.S. Territories, and Non-U.S. Residents -style report confirms cumulative-to-date comparisons: cumulative 2025 gonorrhea cases through week 41 (ending Oct 11, 2025) were 322,965, versus 432,339 for the same period in 2024 — a roughly 25% year-on-year decline in reported pace. (https://stacks.cdc.gov/view/cdc/249763/cdc_249763_DS1.pdf) - [2026-01-10] CDC NNDSS Week 1 2026 table: cumulative YTD 2026 gonorrhea cases = 3,425 vs cumulative YTD 2025 = 7,701 for the same week — 2026 tracking well below 2025's already-reduced pace. (https://stacks.cdc.gov/view/cdc/251548/cdc_251548_DS1.pdf) - [2026-01-24] CDC NNDSS Week 3 2026 table: cumulative YTD 2026 = 17,081 vs cumulative YTD 2025 = 28,179 — a roughly 39% shortfall versus the same point in 2025. (https://stacks.cdc.gov/view/cdc/252175/cdc_252175_DS1.pdf) - [2026-02-21] CDC NNDSS Week 7 2026 table: cumulative YTD 2026 = 44,977 vs cumulative YTD 2025 = 65,327 — 2026 running about 31% below 2025's pace. (https://stacks.cdc.gov/view/cdc/252898/cdc_252898_DS1.pdf) - [2026-03-28] CDC NNDSS Week 12 2026 table (most recent nationally-aggregated figure located): cumulative YTD 2026 gonorrhea cases = 81,432 (total, all residents/territories) vs cumulative YTD 2025 = 117,410 for the same week — roughly a 31% year-over-year decline persisting through Q1 2026. (https://stacks.cdc.gov/view/cdc/254934/cdc_254934_DS2.txt) - [2025-09-24] CDC's provisional 2024 STI Surveillance report (released Sept. 24, 2025) found "Gonorrhea dropped 10%, the third consecutive year of decline." (https://www.healthbeat.org/2025/10/07/sti-chlamydia-gonorrhea-syphilis-cdc-data/) - [2025-09-24 approx.] CDC's official STI statistics page states the agency postponed the reconciliation and publication of 2024 NNDSS case surveillance data to allow state health departments and CDC more time to onboard to the One CDC Data Platform (1CDP) , and expects the 2024 STI data to be finalized in 2026 , indicating ongoing data-pipeline disruption that is also likely affecting 2025/2026 weekly reporting completeness. (https://cdc.gov/sti-statistics/annual/index.html) - [no exact date, 2024 report] CDC/ASHA summary confirms the multi-year gonorrhea decline trend: "The number of gonorrhea cases was down 10% since 2023. This was the third year in a row that we saw a decline." (https://www.ashasexualhealth.org/latest-data-shows-that-chlamydia-gonorrhea-and-syphilis-rates-are-dropping/) - Extrapolating the Week-12 2026 cumulative (81,432) at a roughly linear weekly rate for the remaining 40 weeks of the year implies a full-year 2026 total in the rough range of 290,000–340,000 cases if the observed ~30% YoY decline versus 2025 persists — far below the 500,000 threshold. - By comparison, 2025 itself was already tracking toward well under 500,000 (extrapolating the week-41 cumulative of ~323,000 across 52 weeks implies a full-year 2025 total near 410,000), and 2026 is running meaningfully below even that reduced 2025 pace. - No report found of any CDC change, outbreak, policy shift, or surveillance disruption in the 2026-09 to 2026-10 window that would materially reverse this multi-year downward trajectory before the market's resolution window closes. NOT FOUND: A CDC NNDSS weekly table dated closer to September/October 2026 (most recent located update is week 12, ending March 28, 2026); a finalized/provisional full-year 2025 gonorrhea total figure; any official CDC commentary specifically on 2026 mid-year STI trends. BOTTOM LINE: All available 2026 CDC NNDSS weekly cumulative data (through week 12, ending March 28, 2026) show gonorrhea cases running roughly 30% below the already-declining 2025 pace, consistent with a third/fourth consecutive year of decline; extrapolated full-year 2026 totals land well under 500,000, making the "Above 500k" outcome look unlikely absent a major reversal or large late-reported backdated-case surge not yet visible in the data.
report: base rate
- [2025-09-24] CDC's provisional 2024 STI surveillance report shows in 2024, the combined total number of cases of chlamydia, gonorrhea, and syphilis declined 9% from 2023, down a third consecutive year , with the official provisional gonorrhea total for 2024 at 543,409 cases (Men 341,667 + Women 198,932, 5-yr change -19.8%, 1-yr change -9.6%), per the detailed CDC trend table. https://www.cdc.gov/sti-statistics/annual/index.html - [2025-09-24] Historical annual gonorrhea totals from the same CDC table: 2020 = 677,769; 2021 = 710,151; 2022 = 648,056; 2023 = 601,319; 2024 (provisional) = 543,409 — i.e., gonorrhea cases exceeded 500,000 in every year from 2020 through 2024, but the margin above the 500k threshold has been shrinking each year. https://www.cdc.gov/sti-statistics/annual/index.html - [2024-11-12] An independent summary confirms over 2.4 million cases of gonorrhea (601,319 cases), syphilis (209,253), and chlamydia (1,648,568) were reported in 2023 , and that the decline was driven primarily by a drop in gonorrhea cases, which fell by 7.2% from 2022 to 2023 . https://www.cidrap.umn.edu/sexually-transmitted-infections/cdc-reports-small-decline-sexually-transmitted-infections - [2025-09-24] CDC also reports that gonorrhea dropped 10%, the third consecutive year of decline in the 2024 provisional release, underscoring a durable multi-year downtrend rather than a one-off blip. https://www.healthbeat.org/2025/10/07/sti-chlamydia-gonorrhea-syphilis-cdc-data/ - [2026-01-03] CDC's NNDSS weekly provisional table for the week ending Jan 3, 2026 (effectively full calendar-year 2025 data) shows cumulative YTD 2025 gonorrhea cases of 441,851, versus a comparator cumulative YTD 2024 figure of 543,253 in the same table — implying full-year 2025 provisional cases were already running roughly 19% below the 2024 total, and below the 500,000 mark. https://stacks.cdc.gov/view/cdc/251429/cdc_251429_DS1.pdf - [2026-03-28] The most recent available NNDSS weekly table (week ending March 28, 2026, Week 12 of 2026) shows cumulative YTD 2026 gonorrhea cases of 81,349, versus the same period in 2025 at 117,283 — a roughly 31% year-over-year decline in early-2026 cumulative case counts, suggesting the downward trend has not reversed and may even be accelerating. https://stacks.cdc.gov/view/cdc/254934/cdc_254934_DS1.pdf - [2025-12-06] Week 49 (Dec 6, 2025) NNDSS data showed cumulative YTD 2025 gonorrhea cases at 407,405 versus a 2024 comparator of 514,871 in the same report, consistent with continued decline; final-week revisions later brought the 2025 provisional total up to 441,851 (per the Jan 3, 2026 table), showing some but not dramatic upward revision as late reports are reconciled. https://stacks.cdc.gov/view/cdc/250870/cdc_250870_DS1.pdf - [2025-09-24] CDC explicitly cautions that the 2024 data are provisional because NNDSS migrated systems, and that "CDC expects the 2024 STI data to be finalized in 2026," with case counts likely to "change slightly" upon finalization — meaning official 2024 (and by extension 2025/2026) counts could be revised modestly upward from current provisional figures. https://www.cdc.gov/sti-statistics/annual/index.html - [2024-11-12] Earlier-decade context: a CDC-sourced Wikipedia summary notes that gonorrhea cases were far lower historically — 301,174 in 2009 — before by 2020, there were more than twice as many cases reported, about 678,000, a 45% rise relative to an intervening low, illustrating that the >500k regime is a relatively recent (post-2017) phenomenon, not a permanent fixture. https://en.wikipedia.org/wiki/Health_in_the_United_States NOT FOUND: No official CDC "2025 STI Surveillance" annual report (finalized or provisional) has yet been published (as of the search date), so there is no CDC-certified full-year 2025 total to anchor a direct one-year-ahead projection for 2026; only internal NNDSS weekly provisional tallies are available. Also found no betting-market or expert-forecast commentary specifically estimating 2026 gonorrhea case totals. BOTTOM LINE: The reference class (CDC-reported annual gonorrhea cases) exceeded 500,000 every year from 2020–2024, but provisional NNDSS data show a clear, multi-year accelerating decline — full-year 2025 provisional cases (~442,000) were already below 500,000, and early 2026 weekly data show an even steeper (~31%) year-over-year drop versus 2025 — making a reversal back above 500,000 for 2026 a historically-unusual, trend-breaking outcome rather than the base-rate expectation.
report: yes case
YES means: CDC's National Notifiable Diseases Surveillance System (NNDSS) reports/reconciles a total of more than 500,000 gonorrhea cases for calendar year 2026, counted as of 10:00 AM ET on the January 8, 2027 Expiration Date (including any case reports backdated to 2026 that arrive between now and then). - [2026-01-03] The week-53 NNDSS table (effectively covering all of calendar 2025) shows cumulative 2025 gonorrhea cases at 441,851 — but this was a sharp jump from the 407,405 reported just four weeks earlier in the week-49 (Dec 6, 2025) table, a roughly 8.5% increase in under a month purely from late/backdated reporting catching up. https://stacks.cdc.gov/view/cdc/251429/cdc_251429_DS1.pdf - [2026-01-03] The same week-53 table's 2024 comparator column reads 543,253, while the CDC's separately published provisional 2024 STI Surveillance annual report lists 2024 gonorrhea cases as 543,409 — a small but real discrepancy confirming that even "final" NNDSS weekly-table comparator figures keep shifting after the fact as records reconcile. https://stacks.cdc.gov/view/cdc/251429/cdc_251429_DS1.pdf - [2025-09-24] CDC has explicitly stated it postponed reconciliation of 2024 NNDSS case data because of the migration to the One CDC Data Platform (1CDP), and that it expects 2024 STI data to be finalized only in 2026 — meaning the official "Source Agency" annual figures for 2024 (and by extension the pipeline that will eventually certify 2026) are still unsettled and subject to upward revision as states finish onboarding. https://www.cdc.gov/sti-statistics/annual/index.html - [2026-09-28] A live CDC data.gov catalog entry for an NNDSS gonorrhea-adjacent table carries an active data-quality notice that, "due to data processing issues at CDC, data for the following jurisdictions may be incomplete for week 7," naming 17 states/territories (including California, Florida, New York City, and Pennsylvania) — large population centers whose cases may be undercounted in the running weekly cumulative and could be added back later, inflating the 2026 total above what current tallies suggest. https://catalog.data.gov/dataset/nndss-table-1m-gonorrhea-to-haemophilus-influenzae-invasive-disease-age-5-years-serotype-b-9fc83 - [2026-03-28] Even with this backdating/undercount risk, the week-12 2026 table shows cumulative YTD gonorrhea at 81,349 against 117,283 for the same point in 2025 — so any upward reconciliation would need to be very large (on the order of 50%+ added back) to push the 2026 total materially toward, let alone above, 500,000. https://stacks.cdc.gov/view/cdc/254934/cdc_254934_DS1.pdf - [2024-11-12 reference] The reference class is not trivial to dismiss: gonorrhea cases exceeded 500,000 every year from 2020 to 2024, so a YES outcome would not require an unprecedented case count in absolute historical terms — only a reversion to a level seen as recently as 2024 (543,409 cases), which is only about 20% above the current provisional 2025 total of 441,851. https://www.cdc.gov/sti-statistics/annual/index.html - [2026-07-04] A CDC Stacks catalog listing confirms a week-26 2026 (week ending July 4, 2026) gonorrhea weekly table exists and was published, indicating NNDSS reporting infrastructure is continuing to generate mid-2026 cumulative data, which — if a sizeable backlog of unresolved/backdated cases from the 1CDP transition surfaces before the January 8, 2027 lock-in — could still revise the 2026 cumulative upward from what earlier-year weekly snapshots imply. https://stacks.cdc.gov/cbrowse?parentId=cdc%3A49375 BOTTOM LINE: The single most plausible path to YES is not a reversal of the underlying disease trend but a data-reporting mechanism: NNDSS weekly cumulative counts are provisional and have historically been revised upward by several percent as states finish reconciliation (as seen in the 407,405→441,851 jump for 2025 between early December 2025 and January 2026), compounded by an acknowledged, still-unresolved CDC data-migration backlog (1CDP) and documented week-7 2026 jurisdictional reporting gaps in large states; if a substantial volume of backdated 2026 cases is still outstanding and gets filed/reconciled before the January 8, 2027 cutoff, the final count could land meaningfully higher than the roughly 30%-below-2025-pace trajectory visible in weekly tables through Q2 2026. NOT FOUND: No NNDSS weekly table dated later than week 26 (ending July 4, 2026) with a visible gonorrhea cumulative figure was retrievable via search/fetch in this session; no official statement quantifying the size of the still-unreconciled 1CDP backlog for 2025/2026 STI case counts; no CDC communication suggesting an active outbreak or surveillance change that would organically drive new gonorrhea incidence back above the 2024 level.
report: no case
YES means: the final 2026 gonorrhea case count reported for the United States, as determined under the market's Source Agency hierarchy at 10:00 AM ET on January 8, 2027, is above 500,000. This dimension argues for NO (the count remains ≤500,000, consistent with the multi-year decline and reporting lags). - [2026-05-14] CDC's own "Notice to Data Users" page confirms the 2026 NNDSS weekly tables carry revised case-definition and publication-criteria changes (e.g., for syphilis, COVID-19-associated pediatric mortality, Oropouche), but lists **no new gonorrhea case-definition or counting-rule change for 2026**, indicating no technical driver that would artificially inflate the 2026 gonorrhea count relative to the already-declining 2025 baseline. (https://www.cdc.gov/nndss/infectious-disease/notice-to-data-users.html) - [2025-09-27] A newly-identified NNDSS Week 39 2025 table shows cumulative YTD 2025 gonorrhea cases of 325,919 versus 409,358 for the same point in 2024 — confirming the ~20% YoY decline persisted through three full quarters of 2025, not just in a short early-year window, strengthening the case that the downtrend is structural rather than a Q1 reporting artifact. (https://stacks.cdc.gov/view/cdc/249028/cdc_249028_DS1.pdf) - [2025-09-24] CDC's STI statistics page states the 2024 NNDSS gonorrhea data remain provisional and that the agency "has postponed the reconciliation and publication of 2024 NNDSS case surveillance data to allow state health departments and CDC more time to onboard to 1CDP," and "expects the 2024 STI data to be finalized in 2026." This means the pipeline that must produce the "final" 2026 figure by the January 8, 2027 resolution date is itself still mid-migration and historically prone to backlog, favoring under-, not over-, counting at any fixed snapshot date. - [2026-09-28] The current (continuously-updated) NNDSS gonorrhea data-catalog listing for the official weekly table was last substantively updated September 10, 2026, with the live dataset carrying boilerplate language noting that "cases reported by state health departments to CDC for weekly publication are provisional because of the time needed to complete case follow-up," and that jurisdictions can be marked unavailable or incomplete for given weeks — a documented structural mechanism (also seen in 2020 and 2021 errata for the same table) by which real-time counts can run below the eventual truth for months, meaning any snapshot used for a January 2027 resolution is likely to still be missing late reports from some states. (https://catalog.data.gov/dataset/nndss-table-1m-gonorrhea-to-haemophilus-influenzae-invasive-disease-age-5-years-serotype-b-9fc83) - [no new date found for week 13–39 of 2026] No CDC NNDSS weekly table beyond Week 12 (ending March 28, 2026) could be located in public search results, despite the live dataset showing a September 2026 "last updated" timestamp — consistent with the general multi-month lag in CDC's public weekly-table publication pipeline, which itself works against any late-breaking case surge being visible or counted before the market's resolution snapshot. - [2026-01-03] Even after the full late-reporting reconciliation window closed for calendar 2025 (captured in the colleague-reported Jan 3, 2026 table), the final 2025 provisional total (441,851) remained roughly 58,000 below the 500,000 threshold and about 101,000 below the 2024 total — demonstrating that even with several weeks of backdated-case catch-up, provisional-to-near-final revision has not been large enough in the recent historical record to push a sub-450k year over the 500k line. - [status-quo mechanism] Because the Kalshi rules specify that only cases "reported" and "backdated to 2026" by the Expiration Date count, and because NNDSS's own documented historical pattern (per the notice-to-data-users errata log) is of incremental, modest upward revisions over weeks-to-months rather than sudden multi-hundred-thousand-case jumps, there is no identified mechanism by which a ~30% year-to-date shortfall (per Week 12 2026 data) closes to flip the full-year total from the ~290–340k extrapolated range up past 500,000. - [2024-11-12 reference] Historical context confirms the >500k regime began only recently (2017 onward) after a much lower base in the 2000s–2010s (Gonorrhea: Week 37 2024 table and related historical CDC data cited elsewhere show the current elevated case-count era is a post-2017 phenomenon) , underscoring that the current multi-year decline is reverting toward a lower historical norm rather than representing a transient dip likely to snap back within a single year. BOTTOM LINE: Every available data point — including a newly-found Week 39 2025 table showing the decline held through three quarters of last year, the CDC's own acknowledgment of an unfinished 1CDP data-migration/reconciliation process, and the historical pattern of only modest provisional-to-final upward revisions — supports continuation of the status quo: a sub-500,000 gonorrhea count for 2026, resolving NO, absent an unprecedented reporting reversal that no source currently evidences. NOT FOUND: Any CDC NNDSS weekly gonorrhea table for 2026 weeks 13 through 39 (i.e., April–September 2026) despite the underlying dataset showing a September 10, 2026 "last updated" timestamp; any finalized 2025 annual STI Surveillance report; any CDC commentary specifically flagging a 2026 gonorrhea resurgence or outbreak.
3. Forecasters 5 draws · Opus 5.5 + GPT-5.6 Sol · plain mean
claude-opus-5-5
80% conf
Yes 4%
No 96%
Provisional 2025 NNDSS total was ~441,851, already below 500k, and 2026 weekly cumulative counts through week 12 run ~31% below 2025, extrapolating to roughly 290-350k. Reaching 500k by the Jan 8, 2027 snapshot would require a massive backdated reconciliation from the 1CDP migration, far larger than the ~8% late catch-up seen for 2025. No source shows such a backlog, a case-definition change or an outbreak. The market's 12% (bid 4/ask 12) is falling and reflects a thin market, so I price near the bid, keeping a small residual for reporting artifacts and ambiguity in source-agency priority.
claude-opus-5-5
82% conf
Yes 3%
No 97%
(0) The market is not resolved yet, but the threshold looks practically out of reach. CDC NNDSS weekly tables show provisional full-year 2025 gonorrhea at about 441,851 cases, already below 500k. Cumulative 2026 cases through week 12 were 81,349–81,432, versus about 117,300 at the same point in 2025, roughly 31% lower. That pace extrapolates to about 290k–350k for 2026. (a) About three months of reporting remain, plus the backdating window up to the January 8, 2027 snapshot. (b) If nothing changes, the 2026 count finishes far below 500k and the market resolves No. (c) No: the multi-year decline continues (2022: 648k, 2023: 601k, 2024: 543k, 2025: ~442k provisional), and late reconciliation adds only a few percent. In 2025, the late-reporting jump from 407k to 442k was about 8.5%, nowhere near the 50%+ needed here. (d) Yes: a massive backlog from the 1CDP migration, or incomplete jurisdictions such as CA, FL and NYC, gets dumped in and backdated to 2026 before January 8. Even full catch-up would likely need 2026 to exceed 2025, which nothing suggests. Another path is the resolution source oddly using a different, older annual figure. The Kalshi price of 12% has a wide spread (bid 4%), is falling, and trades thinly, so I go below it. My main unverified assumption is that the week-12 shortfall persisted through mid-2026; I found no later table.
claude-opus-5-5
82% conf
Yes 4%
No 96%
(0) Resolution check: the threshold is not met. No source shows a 2026 total near 500k, and the CDC NNDSS weekly tables show 2026 running far below the level needed. (a) The 2026 count is locked at the January 8, 2027 snapshot, roughly 3 months away, and backdated reports filed before then still count. (b) Status quo: week 12 of 2026 showed 81,432 cumulative cases versus 117,410 at the same point in 2025, about 31% lower. The full-year 2025 provisional total was already only 441,851, so straight extrapolation puts 2026 near 290k–340k, well under 500k. (c) NO scenario: the multi-year decline continues (648k in 2022, 601k in 2023, 543k in 2024, about 442k in 2025), and normal late-report catch-up adds only a few percent, as with the roughly 8.5% revision seen for 2025 in December. (d) YES scenario: a huge reconciliation of 1CDP migration backlogs (17 jurisdictions were flagged incomplete in week 7) adds 50% or more to the cumulative count before January 8, or Kalshi resolves on an unexpected source or metric; neither has any evidentiary support. The Kalshi anchor is 12%, but with a wide 4/12 spread and a 19-point drop over the past week, the market looks to be converging on the data. I shade below the ask and keep a small residual for resolution-source quirks.
gpt-5.6-sol
72% conf
Yes 8%
No 92%
(0) The condition is not already resolved: the CDC resolution source contains no full-year 2026 total, so more 2026 cases must be reported and the resulting count must exceed 500,000 as observed at 10:00 AM ET on January 8, 2027. (a) About three months remain until that resolution snapshot, including one week after trading closes for newly reported cases backdated to 2026. (b) If the current trajectory persists, the outcome is No: CDC reported 441,851 provisional cases for 2025, while the Week 12 table had 2026 at roughly 81,400, about 31% below the comparable 2025 pace and consistent with a total far below 500,000. (c) A straightforward No scenario is that the multiyear decline continues and ordinary late-reporting revisions add only several percent, as occurred when the 2025 count rose from 407,405 in Week 49 to 441,851 around year-end. (d) Yes could occur if incomplete reporting from numerous jurisdictions, including major states identified in the September 2026 data-quality notice, conceals an exceptionally large backlog that is backdated and incorporated before January 8, possibly alongside a genuine late-year resurgence. Kalshi's current Yes price is 12%, but its 4% bid, 12% ask, low volume, and sharp recent decline indicate substantial uncertainty around that anchor. I price Yes below the 12% market level because the available official trajectory would require an implausibly large reversal or reconciliation, while retaining 8% because no post-March cumulative total was retrieved and CDC's ongoing data migration creates meaningful source-measurement risk.
gpt-5.6-sol
72% conf
Yes 6%
No 94%
(0) The condition is not already resolved: the CDC resolution-source page contains only historical data through 2024, so the reported 2026 total must still exceed 500,000 by the January 8, 2027, 10:00 AM ET snapshot. (a) About 99 days remain until that resolution snapshot, including roughly one week after trading closes for additional reports backdated to 2026. (b) If the current trajectory persists, NO wins: provisional 2025 cases totaled only 441,851, while CDC Week 12 data put 2026 at about 81,349 cases, roughly 31% below the comparable 2025 pace. (c) A NO scenario is continued incidence decline plus only ordinary late-reporting revisions, leaving the reported total far below 500,000. (d) A YES scenario requires either a dramatic, presently undocumented resurgence or an exceptionally large backlog from incomplete jurisdictional reporting and the One CDC Data Platform transition being added before expiration. The 2025 count rose about 8.5% between Week 49 and the year-end table, but a revision of that scale would be nowhere near enough to bridge the projected 2026 shortfall. I anchor on Kalshi's 12% YES price but move lower because the official early-2026 pace, sub-500,000 2025 baseline, and multi-year decline jointly outweigh the stale-data and reconciliation risks.
4. Final plain mean of 5 draws
5% (78% confidence)
Yes: 5% No: 95%
Mean of 5 draws (0.04, 0.03, 0.04, 0.08, 0.06). Provisional 2025 NNDSS total was ~441,851, already below 500k, and 2026 weekly cumulative counts through week 12 run ~31% below 2025, extrapolating to roughly 290-350k. Reaching 500k by the Jan 8, 2027 snapshot would require a massive backdated reconciliation from the 1CDP migration, far larger than the ~8% late catch-up seen for 2025. No source shows such a backlog, a case-definition change or an outbreak. The market's 12% (bid 4/ask 12) is falling and reflects a thin market, so I price near the bid, keeping a small residual for reporting artifacts and ambiguity in source-agency priority.
Pipeline Timing
Total pipeline time: 124.6s
Per-tool research timings shown in the Research section above.