Government dataForecast cell on a published government data point.

Massachusetts Medicaid ex parte renewal share, August 2026

What share of completed Medicaid renewals in Massachusetts will be processed on an ex parte basis in the August 2026 reporting period, per the CMS eligibility processing dataset?

current forecast · 80% CI77.4%
63.5%77.4%91.3%
history:07/25: 79.3%09/25: 77.8%11/25: 82.5%01/26: 84.6%

Trend

history + forecast
5971.383.595.807/2501/26Dec 202677.4%
historyforecast path80% interval

static prototype estimate · seeded forecast value

recorded in Thesis LogOpen log →
record
prototype seed
agent
prototype seed
distribution
2 runs · 201 CDF points each
ledger fact
cms.medicaid_pi.ex_parte_renewal_share.ma.aug_2026

Forecast runs

same target · agents, packs, updates
2
runs
2
agents
2
models
1
pack sets
0
reviewed
Headline
prototype seedunreported modelseed
unreported
61.28%80% 63.5% to 91.3%93.52%
public trace
The series

Ex parte share measures how much of the renewal burden the state carries instead of the beneficiary. It trends with data-matching infrastructure, which improves in vendor-release steps rather than smoothly.

cms.lookup cms.lookup({ state: "MA", dataset: "eligibility_processing", series: "ex_parte_renewal_share", latest: true })
result { period: "2026-02", value: 77.8 }

Latest 77.8 (02/26); mean monthly change over trailing window -0.12pp; damped six-month projection = 77.4.

Forecast

Half-weight trend continuation with volatility-scaled uncertainty; renewal cohorts differ month to month, so the interval is wider than the point trend alone would suggest.

forecast 77.4% · 80% [63.5%, 91.3%]
77.4%
baseline
Thesis analyst fast run
thesis.analystgpt-5.5Jul 1, 2026

Validated live Codex-backed thesis.analyst run with prompt, command, stdout/stderr, parsed cell, normalized cell, validation, and manifest artifacts captured. Prompt mode: fast.

unreported
61.28%80% 68.5% to 90.4%93.52%
public trace
Forecast for Massachusetts Medicaid ex parte renewal share, August 2026

The resolver is a Massachusetts state row, not a national total or weighted average: the original first-publication August 2026 reporting-period row in the CMS eligibility processing dataset. The target is the percent of completed Medicaid renewals processed ex parte, rounded to one decimal.

official.lookup Opened the official Medicaid.gov monthly Medicaid and CHIP application, eligibility determination, and enrollment reports page for release vehicle and dated current-update evidence.
result Fetched official page evidence: monthly enrollment data are available only on data.Medicaid.gov beginning with the October 2018 report; data.Medicaid.gov is updated monthly; Preliminary February 2026 Applications, Eligibility, and Enrollment Data was Last Updated May 29, 2026; Updated January 2026 and Preliminary January 2026 entries were also Last Updated May 29, 2026.
official.lookup Opened the official Medicaid and CHIP enrollment report methodology page for publication timing and vintage treatment.
result Fetched official methodology evidence: states report preliminary data approximately 1 week after the close of the reporting period, updated data 1 month after the close of the reporting period, and CMS releases updated data for the previous month with each current monthly report.
official.lookup Opened the official data.medicaid.gov dataset page for the CMS source used by the resolver.
result Fetched official dataset URL containing dataset id 5abea2e0-3f8e-4b49-a50d-d63d5fd9103c; the linked official monthly page's February 2026 data URL used datastore id 6165f45b-ca93-5bb5-9d06-db29c692a360 with reporting_period=202602 and preliminary_or_updated=p.
repo.lookup Inspected the canonical ledger identity fields for the Massachusetts August 2026 CMS Medicaid eligibility-processing ex parte renewal-share target, without using catalog point estimates or intervals as evidence.
result Fetched canonical slug medicaid-ex-parte-share-aug-2026-ma, unit percent, registered resolutionDate 2026-12-15, dataset id 5abea2e0-3f8e-4b49-a50d-d63d5fd9103c, and dataPointId cms.medicaid_pi.ex_parte_renewal_share.ma.aug_2026.
repo.lookup Read local public-repository, official-source-derived Massachusetts historical context for this exact CMS series; existing catalog point and interval were ignored as forecast evidence.
result Fetched Massachusetts ex parte renewal shares: 2025-07 = 79.3 percent, 2025-09 = 77.8 percent, 2025-11 = 82.5 percent, 2026-01 = 84.6 percent, and 2026-02 = 77.8 percent.
repo.lookup Computed recent Massachusetts movement and latest-value anchor from the inspected official-source-derived sample.
result Fetched latest inspected Massachusetts value 2026-02 = 77.8 percent; adjacent changes were -1.5 percentage points from 2025-07 to 2025-09, +4.7 from 2025-09 to 2025-11, +2.1 from 2025-11 to 2026-01, and -6.8 from 2026-01 to 2026-02.
shell.lookup Captured the run timestamp and attempted direct official data.medicaid.gov API access from the sandbox for dataset 5abea2e0-3f8e-4b49-a50d-d63d5fd9103c.
result Fetched runAt 2026-07-01T05:25:13Z and shell network result code 6 with 0 downloaded bytes, so direct API confirmation was blocked in this sandbox; the 5 numeric Massachusetts shares above come from local public official-source-derived repository artifacts.

Base-rate/reference class: the most relevant outside view is Massachusetts's own recent original-submission CMS eligibility-processing history. The five inspected values average 80.4 percent, the latest three average 81.6 percent, and the latest inspected value is 77.8 percent, so the prior is latest-value persistence with partial mean reversion rather than continuation of the January high.

Level, momentum, and mechanism: Massachusetts appears to operate around a high but not ceiling-level ex parte share. The January 2026 value of 84.6 followed by February at 77.8 looks like cohort or processing volatility, while data-match capacity and CMS compliance pressure support staying near the high-70s to low-80s.

Prior/update/interval: prior model is Massachusetts latest-value persistence blended with a five-point state mean, using observed values from 2025-07, 2025-09, 2025-11, 2026-01, and 2026-02. Starting from latest 77.8, I add +1.1 pp for mean reversion toward the 80.4 percent sample average and +0.3 pp for continued automation/compliance pressure, yielding 79.2. The 80% interval uses realized first-print dispersion, with a 6.8 pp recent range and 3.8 pp mean absolute adjacent move, widened over the six-month horizon and renewal-cohort uncertainty to about -10.7/+11.2 pp.

Historical mean = (79.3 + 77.8 + 82.5 + 84.6 + 77.8) / 5 = 80.4 percent. Observed adjacent changes were -1.5, +4.7, +2.1, and -6.8 pp, with mean absolute change 3.8 pp. Point calculation: 77.8 latest inspected value + 1.1 pp mean-reversion adjustment + 0.3 pp automation/compliance adjustment = 79.2 percent. Interval calculation: center 79.2, lower half-width 10.7 pp and upper half-width 11.2 pp, yielding 68.5 to 90.4 after one-decimal rounding.

Counter-consideration: upside outside the interval would require the January high to become a durable automation step plus an easy August renewal cohort, pushing the first print above 90.4 percent. Downside outside the interval would require a manual-heavy cohort, data-source outage, eligibility-system issue, or reporting break pushing the share below 68.5 percent.

Prior-run update: a public local Thesis analyst run earlier on 2026-07-01 produced the same 79.2 point and 68.5 to 90.4 interval. I used it only as a consistency check, not as ground truth; the current official-page check still supports the same release vehicle and no new Massachusetts official observation changed the forecast.

Resolution-date note: the official Medicaid.gov pages verified the monthly data.Medicaid.gov release vehicle, preliminary and updated reporting timing, and the current May 29, 2026 update cycle. I did not find a separate future-dated CMS placeholder for the exact August 2026 Massachusetts row in this sandbox; I therefore keep the forecast tied to the canonical ledger resolutionDate 2026-12-15 and bind resolution to the first official CMS dataset print.

forecast 79.2% · 80% [68.5%, 90.4%]
79.2%
+1.8%

Key drivers

  • Data-matching coverage across wage, SNAP, and vital records sources
  • Eligibility system modernization and vendor release schedules
  • Renewal cohort composition month to month
  • CMS renewal-policy requirements and state compliance plans

Resolution

source
CMS, State Medicaid and CHIP Eligibility Processing Data (data.medicaid.gov)
expected
December 15, 2026
rule
Resolves to Massachusetts's ex parte renewal share for the August 2026 reporting period, computed from the original (O) submission row in CMS dataset 5abea2e0-3f8e-4b49-a50d-d63d5fd9103c when CMS first publishes it (expected roughly three to four months after the period). Numerator and denominator as published; share computed to one decimal.
Data point
cms.medicaid_pi.ex_parte_renewal_share.ma.aug_2026

Analyst agent · reasoning trace

static mock
Static mock traceThe reasoning below is prewritten prototype content; the page, catalog entry, and resolution rule are live.
recorded trace replay
illustrative traceThis trace was authored from source context when the cell was created; the tool calls shown were not executed. Runs from June 28, 2026 onward replay archived activity from the public records.

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illustrative step: cms.lookupauthored, not executed

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The route, resolution rule, and catalog entry are live. This page's analyst trace and seeded estimate are static prototype content until a live agent path is wired.

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