Methods workspace
Record-quality grades, observed sector composition, and announcement timing from the verified public-source dataset.
59 verified deals — Tier 1 lives in dataset.verified.json; Tier 2 staging rows remain in Postgres until a reviewer promotes them. See review console. 59 verified deals · last updated 2026-09-20.
This page does not publish causal effects, Bayesian posteriors, or sensitivity bounds. Disclosed-value headlines use the disclosed_only_observed_sum estimand from lacunaDataset; see LIMITATIONS.md.
Data quality we already compute
66 of 150 company records (44.0%) are graded D or F — aggregator-only or unverified sourcing. These are composite record-quality grades, not standalone evidence/provenance grades: source quality contributes to the score, but completeness and field availability also affect it.
Company record-quality score
63.9
avg of 150 records
Deal record-quality score
86.7
avg of 59 records
Dataset age
12 days old
last updated 2026-09-20
Price disclosure
84.7%
50 of 59 deals disclosed a price · company valuation rate 38.7% (58/150)
Quality history
Latest company score 64.3 · deal score 83.1 · uncovered 1019 · disclosure 84.7%
13 rows (1 live, 12 backfilled). Hatched bars are git-replayed snapshots, not live ratchet baselines.
Company avg score
Deal avg score
Uncovered display sites
Price disclosure
Lighter bars mark the backfilled region. The ratchet compares only consecutive non-backfilled rows.
A–F composite record-quality grades
The current artifact blends source strength with completeness and field availability. It must not be read as an SEC-to-unverified evidence ladder. Coverage vs 21.4% of 276 exits in AOA Dx Follow the Exits (2000–2025).
Companies 3
Deals 26
Companies 39
Deals 5
Companies 42
Deals 23
Companies 58
Deals 1
Companies 8
Deals 4
Provenance instrumentation worklist
21 / 899 numeric display sites instrumented (2.3%)
Top 20 files by uncovered numeric display sites.
Weakest company records (66)
D/F here means low composite record quality. Inspect the underlying source tier separately before making an evidence judgment.
| Why | ||||
|---|---|---|---|---|
| Bloomlife | Maternal Health | F | 32 | Unverified or unknown source |
| Ocon Med | Reproductive Health | F | 32 | Unverified or unknown source |
| Raydiant Oximetry | Maternal Health | F | 32 | Unverified or unknown source |
| Aria CV | Medical Device | D | 41 | Data aggregator (secondary) |
| b.well | Digital Health | D | 41 | Data aggregator (secondary) |
| Bone Health Technologies | Medical Device | D | 41 | Data aggregator (secondary) |
| Bowe Glow, Inc | Consumer | D | 41 | Data aggregator (secondary) |
| Cat Health | Therapeutics | D | 41 | Data aggregator (secondary) |
| Chronicle Bio | Tech Bio | D | 41 | Data aggregator (secondary) |
| Clear Gene | Diagnostic (portfolio) | D | 41 | Data aggregator (secondary) |
| E-Lovu Health | Digital Health | D | 41 | Data aggregator (secondary) |
| FemDx Medsystems | Medical Device | D | 41 | Data aggregator (secondary) |
| Frontier Bio | Biotech | D | 41 | Data aggregator (secondary) |
| Harmony Nutrition | Biotech | D | 41 | Data aggregator (secondary) |
| Inherent Biosciences | Diagnostic (portfolio) | D | 41 | Data aggregator (secondary) |
| Joylux | Consumer | D | 41 | Data aggregator (secondary) |
| L-Nutra | Consumer | D | 41 | Data aggregator (secondary) |
| Lighthouse Pharma | Therapeutics | D | 41 | Data aggregator (secondary) |
| Madorra | Medical Device | D | 41 | Data aggregator (secondary) |
| Mercy Bio | Diagnostic (portfolio) | D | 41 | Data aggregator (secondary) |
| Nalu Bio | Wellness | D | 41 | Data aggregator (secondary) |
| Nest Collaborative | Maternal Health | D | 41 | Data aggregator (secondary) |
| Neuspera | Medical Device | D | 41 | Data aggregator (secondary) |
| NowDx | Diagnostic (portfolio) | D | 41 | Data aggregator (secondary) |
| Proov (portfolio) | Reproductive | D | 41 | Data aggregator (secondary) |
| Rosy Wellness | Wellness | D | 41 | Data aggregator (secondary) |
| Sana Health | Medical Device | D | 41 | Data aggregator (secondary) |
| Simple HealthKit | Digital Health | D | 41 | Data aggregator (secondary) |
| Solace Therapeutics | Medical Device | D | 41 | Data aggregator (secondary) |
| Toi Labs | Medical Device | D | 41 | Data aggregator (secondary) |
| Veana Therapeutics | Therapeutics | D | 41 | Data aggregator (secondary) |
| X-Therma | Biotech | D | 41 | Data aggregator (secondary) |
| Xandar Kardian | Medical Device | D | 41 | Data aggregator (secondary) |
| xCures | Digital Health | D | 41 | Data aggregator (secondary) |
| Cayaba Care | Maternal Health | F | 45 | Unverified or unknown source |
| Eli Health | Diagnostics | F | 45 | Unverified or unknown source |
| Planera | Pelvic Health | F | 45 | Unverified or unknown source |
| Seven Starling | Mental Health | F | 45 | Unverified or unknown source |
| Twenty Eight Health | Reproductive Health | F | 45 | Unverified or unknown source |
| Bloomi | Pelvic Health | D | 47 | Data aggregator (secondary) |
| Ovubrush | Fertility | D | 47 | Data aggregator (secondary) |
| Proov | Fertility | D | 47 | Data aggregator (secondary) |
| Aunt Flow | Pelvic Health | D | 54 | Company press release |
| Cirqle | Contraception | D | 54 | Company press release |
| eFertility (STB Zorg) | Fertility | D | 54 | Company press release |
| Novocuff | Maternal Health | D | 54 | Company press release |
| ZyMōt Fertility | Fertility | D | 54 | Company press release |
| Apollo Neuroscience | Consumer | D | 56 | Reputable press/trade publication |
| Attn: Grace | Pelvic Health | D | 56 | Reputable press/trade publication |
| Everly Health | Diagnostic (portfolio) | D | 56 | Reputable press/trade publication |
| Future Family | Reproductive | D | 56 | Reputable press/trade publication |
| Gameto | Biotech | D | 56 | Reputable press/trade publication |
| Hera Biotech | Diagnostic (portfolio) | D | 56 | Reputable press/trade publication |
| Madison Reed | Consumer | D | 56 | Reputable press/trade publication |
| Maude | Consumer | D | 56 | Reputable press/trade publication |
| Maven Clinic (portfolio) | Digital Health | D | 56 | Reputable press/trade publication |
| Mirvie | Diagnostic (portfolio) | D | 56 | Reputable press/trade publication |
| Rebundle | Consumer | D | 56 | Reputable press/trade publication |
| Siren | Medical Device | D | 56 | Reputable press/trade publication |
| Wellth | Digital Health | D | 56 | Reputable press/trade publication |
| Willow | Maternal Health | D | 56 | Reputable press/trade publication |
| YourChoice Therapeutics | Reproductive | D | 56 | Reputable press/trade publication |
| Juniper Genomics | Diagnostics | D | 60 | Data aggregator (secondary) |
| NovvaCup | Pelvic Health | D | 60 | Data aggregator (secondary) |
| Testmate Health | Diagnostics | D | 60 | Data aggregator (secondary) |
| Gynesonics | Gynecological Surgery | D | 62 | Data aggregator (secondary) |
Citation reachability
Payer-ops benchmark sources last verified 2026-07-05T00:51:19.988Z. Status is from the committed snapshot, not a live request.
Provenance exemptions
Every exemption is categorized and carries a written reason.
ui-count · src/components/EvidenceMaturityDashboard.tsx::EvidenceMaturityDashboard::apiState.failures
Session-local count of ClinicalTrials.gov / openFDA lookups that failed during this enrichment run. Not a dataset statistic — it only tells the operator that some rows still show static scores.
ui-count · src/components/EvidenceMaturityDashboard.tsx::EvidenceMaturityDashboard::apiState.total#3
Denominator for the same session-local failure banner (lookups attempted this run). The first two apiState.total sites are the in-progress enrich counter, already in the baseline.
ui-control · src/components/AcquirerPredictionDashboard.tsx::AcquirerPredictionDashboard::0
The tabIndex value enables keyboard focus on an interactive table row; it is an accessibility attribute, not a displayed metric.
date · src/components/PitchBrief.tsx::formatDealDate::new Intl.DateTimeFormat("en-US", { timeZone: "UTC", year: "numeric", month: "short", ...(day !== undefined ? { day: "numeric" as const } : {}), }).format(stamp)
Formats an ISO calendar date as a date label; the resulting string is not a numeric metric.
Observed sector composition
Counts of companies and verified deals by sector. Shares describe this curated set.
Announcement timing
Year counts from verified press releases and filings in the dataset.