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Rankings
38 current ranking rows (latest year per scope; 495 earlier yearly snapshots are on the ranking pages). Each row lists the scope, the formula version, the value and the exact inputs that produced it.
| Metric | Scope | Rank / eligible | Δ | Value | Percentile | Confidence | Formula | Generated | Inputs |
|---|---|---|---|---|---|---|---|---|---|
| Age-standardized incidence rate | USA · Female · all ages · 2023 · top-level cancers | #19 / 29 | = | 2.7 per 100,000 | 35.7 | High confidence | ci-asir-v1 | Sep 29, 2026 | showformula: epidemiology_observations.value WHERE metric = as_incidence_rate (standard_population fixed per scope)
inputs hash 4d01732d23418d0cca033d77 Trace lineage (admin) |
| Age-standardized mortality rate | USA · Female · all ages · 2024 · top-level cancers | #19 / 28 | ▲ 2 | 0.6 per 100,000 | 33.3 | High confidence | ci-asmr-v1 | Sep 29, 2026 | showformula: epidemiology_observations.value WHERE metric = as_mortality_rate (standard_population fixed per scope)
inputs hash cd5df15b22c08f77ce10639c Trace lineage (admin) |
| Annual deaths | USA · both sexes · all ages · 2024 · top-level cancers | #24 / 31 | ▲ 4 | 1,555 count | 23.3 | High confidence | ci-mortality-count-v1 | Sep 29, 2026 | showformula: epidemiology_observations.value WHERE metric = mortality_count
inputs hash eda90f606aa05f603e206877 Trace lineage (admin) |
| Annual deaths | USA · Female · all ages · 2024 · top-level cancers | #19 / 28 | ▲ 3 | 1,555 count | 33.3 | High confidence | ci-mortality-count-v1 | Sep 29, 2026 | showformula: epidemiology_observations.value WHERE metric = mortality_count
inputs hash 10479f4404c381a0461a96b6 Trace lineage (admin) |
| Annual new cases | USA · both sexes · all ages · 2023 · top-level cancers | #25 / 32 | = | 6,103 count | 22.6 | High confidence | ci-incidence-count-v1 | Sep 29, 2026 | showformula: epidemiology_observations.value WHERE metric = incidence_count
inputs hash a22c4753e0a7e00ce4e210b1 Trace lineage (admin) |
| Annual new cases | USA · Female · all ages · 2023 · top-level cancers | #20 / 29 | = | 6,103 count | 32.1 | High confidence | ci-incidence-count-v1 | Sep 29, 2026 | showformula: epidemiology_observations.value WHERE metric = incidence_count
inputs hash be481a61ede7e4e6eff7e04e Trace lineage (admin) |
| Mortality-to-incidence ratio | USA · both sexes · all ages · 2023 · top-level cancers | #18 / 31 | = | 0.24 ratio | 43.3 | High confidence | ci-mir-v1 | Sep 29, 2026 | showformula: mortality_count / incidence_count (same geography, year, sex, source family)
inputs hash 4850aed222cf5b82949f3250 Trace lineage (admin) |
| Mortality-to-incidence ratio | USA · Female · all ages · 2023 · top-level cancers | #19 / 28 | = | 0.24 ratio | 33.3 | High confidence | ci-mir-v1 | Sep 29, 2026 | showformula: mortality_count / incidence_count (same geography, year, sex, source family)
inputs hash 6256cbc77f64879a8ded9826 Trace lineage (admin) |
| Publications, last 12 months | World · both sexes · all ages · latest · all malignant entities | #251 / 2,294 | = | 181 count | 89.1 | Medium confidence | ci-pubs-12m-v1 | Sep 29, 2026 | showformula: literature_counts.count WHERE window_key = 12m
inputs hash 6636ad9f834652e029647409 Trace lineage (admin) |
| Publications, last 12 months | World · both sexes · all ages · latest · top-level cancers | #29 / 36 | = | 181 count | 20 | Medium confidence | ci-pubs-12m-v1 | Sep 29, 2026 | showformula: literature_counts.count WHERE window_key = 12m
inputs hash 09e4f7aeda6ce8f572cc37f7 Trace lineage (admin) |
| Publications, last 5 years | World · both sexes · all ages · latest · all malignant entities | #262 / 2,873 | = | 870 count | 90.9 | Medium confidence | ci-pubs-5y-v1 | Sep 29, 2026 | showformula: literature_counts.count WHERE window_key = 5y (query stored per row)
inputs hash 531d42217f151c0dd79899a6 Trace lineage (admin) |
| Publications, last 5 years | World · both sexes · all ages · latest · top-level cancers | #31 / 36 | = | 870 count | 14.3 | Medium confidence | ci-pubs-5y-v1 | Sep 29, 2026 | showformula: literature_counts.count WHERE window_key = 5y (query stored per row)
inputs hash 8a115533edc694931ad082be Trace lineage (admin) |
| Publication growth | World · both sexes · all ages · latest · all malignant entities | #120 / 286 | = | 1.19 ratio | 58.2 | Medium confidence | ci-pub-growth-v1 | Sep 29, 2026 | showformula: publications_12m / (publications_5y_prior / 5)
inputs hash 3385afecab0ace04e61b6db0 Trace lineage (admin) |
| Publication growth | World · both sexes · all ages · latest · top-level cancers | #11 / 36 | = | 1.19 ratio | 71.4 | Medium confidence | ci-pub-growth-v1 | Sep 29, 2026 | showformula: publications_12m / (publications_5y_prior / 5)
inputs hash 402d29deeb47adac5c955a64 Trace lineage (admin) |
| Active clinical trials | World · both sexes · all ages · latest · all malignant entities | #279 / 1,654 | = | 54 count | 83.2 | Medium confidence | ci-active-trials-v1 | Sep 29, 2026 | showformula: COUNT(DISTINCT trial) FROM trial_conditions JOIN clinical_trials WHERE cancer_id IN descendants(cancer) AND study_type = INTERVENTIONAL AND overall_status IN (RECRUITING, NOT_YET_RECRUITING, ENROLLING_BY_INVITATION, ACTIVE_NOT_RECRUITING)
inputs hash f2f5ed2084d93bba6dcb810e Trace lineage (admin) |
| Active clinical trials | World · both sexes · all ages · latest · top-level cancers | #30 / 36 | = | 54 count | 17.1 | Medium confidence | ci-active-trials-v1 | Sep 29, 2026 | showformula: COUNT(DISTINCT trial) FROM trial_conditions JOIN clinical_trials WHERE cancer_id IN descendants(cancer) AND study_type = INTERVENTIONAL AND overall_status IN (RECRUITING, NOT_YET_RECRUITING, ENROLLING_BY_INVITATION, ACTIVE_NOT_RECRUITING)
inputs hash 36db18bc2db682c45dedd597 Trace lineage (admin) |
| Active Phase III trials | World · both sexes · all ages · latest · all malignant entities | #403 / 810 | = | 2 count | 50.3 | Medium confidence | ci-phase3-trials-v1 | Sep 29, 2026 | showformula: COUNT(DISTINCT trial) … active statuses AND PHASE3 = ANY(phases)
inputs hash 56fba75197c8c0044b9e345f Trace lineage (admin) |
| Active Phase III trials | World · both sexes · all ages · latest · top-level cancers | #32 / 36 | = | 2 count | 11.4 | Medium confidence | ci-phase3-trials-v1 | Sep 29, 2026 | showformula: COUNT(DISTINCT trial) … active statuses AND PHASE3 = ANY(phases)
inputs hash 7e874e202ec3e68f4c4a2534 Trace lineage (admin) |
| Recruiting clinical trials | World · both sexes · all ages · latest · all malignant entities | #253 / 1,277 | = | 32 count | 80.3 | Medium confidence | ci-recruiting-trials-v1 | Sep 29, 2026 | showformula: COUNT(DISTINCT trial) … overall_status = RECRUITING AND study_type = INTERVENTIONAL
inputs hash 4352f89d0670b61272a585b3 Trace lineage (admin) |
| Recruiting clinical trials | World · both sexes · all ages · latest · top-level cancers | #29 / 36 | = | 32 count | 20 | Medium confidence | ci-recruiting-trials-v1 | Sep 29, 2026 | showformula: COUNT(DISTINCT trial) … overall_status = RECRUITING AND study_type = INTERVENTIONAL
inputs hash e254423b3e4889483596cf7d Trace lineage (admin) |
| Recruiting Phase III trials | World · both sexes · all ages · latest · all malignant entities | #372 / 585 | = | 1 count | 36.5 | High confidence | ci-phase3-recruiting-v1 | Sep 29, 2026 | showformula: COUNT(DISTINCT trial) … overall_status = RECRUITING AND PHASE3 = ANY(phases) AND study_type = INTERVENTIONAL
inputs hash ada23aaf0a7d803bc6e67424 Trace lineage (admin) |
| Recruiting Phase III trials | World · both sexes · all ages · latest · top-level cancers | #31 / 33 | = | 1 count | 6.3 | High confidence | ci-phase3-recruiting-v1 | Sep 29, 2026 | showformula: COUNT(DISTINCT trial) … overall_status = RECRUITING AND PHASE3 = ANY(phases) AND study_type = INTERVENTIONAL
inputs hash 284e53e9bc6e51772da0f4e8 Trace lineage (admin) |
| Sponsor concentration (HHI) | World · both sexes · all ages · latest · all malignant entities | #464 / 615 | = | 0.025 index (0–1) | 24.6 | High confidence | ci-sponsor-hhi-v1 | Sep 29, 2026 | showformula: Σ (active_trials_by_lead_sponsor / active_trials)² over the cancer and its descendants
|
| Sponsor concentration (HHI) | World · both sexes · all ages · latest · top-level cancers | #14 / 36 | = | 0.025 index (0–1) | 62.9 | High confidence | ci-sponsor-hhi-v1 | Sep 29, 2026 | showformula: Σ (active_trials_by_lead_sponsor / active_trials)² over the cancer and its descendants
|
| Trial termination share | World · both sexes · all ages · latest · all malignant entities | #439 / 454 | = | 0.21 ratio | 3.3 | Medium confidence | ci-trial-termination-v1 | Sep 29, 2026 | showformula: (terminated + withdrawn) / (completed + terminated + withdrawn) WHERE first_posted_date ≥ 2010-01-01 AND study_type = INTERVENTIONAL
|
| Trial termination share | World · both sexes · all ages · latest · top-level cancers | #34 / 34 | = | 0.21 ratio | 0 | Medium confidence | ci-trial-termination-v1 | Sep 29, 2026 | showformula: (terminated + withdrawn) / (completed + terminated + withdrawn) WHERE first_posted_date ≥ 2010-01-01 AND study_type = INTERVENTIONAL
|
| Active trials per 1,000 annual deaths | USA · both sexes · all ages · 2024 · top-level cancers | #22 / 35 | = | 34.7 per 1,000 deaths | 38.2 | High confidence | ci-trials-per-deaths-v1 | Sep 29, 2026 | showformula: active_trials / (mortality_count / 1000) (same geography, year, sex, source family; deaths ≥ 100)
|
| Active trials per 1,000 annual deaths | USA · Female · all ages · 2024 · top-level cancers | #29 / 32 | = | 34.7 per 1,000 deaths | 9.7 | High confidence | ci-trials-per-deaths-v1 | Sep 29, 2026 | showformula: active_trials / (mortality_count / 1000) (same geography, year, sex, source family; deaths ≥ 100)
|
| Publications (5 y) per 1,000 annual deaths | USA · both sexes · all ages · 2024 · top-level cancers | #25 / 35 | = | 559.5 per 1,000 deaths | 29.4 | High confidence | ci-pubs-per-deaths-v1 | Sep 29, 2026 | showformula: publications_5y / (mortality_count / 1000) (same geography, year, sex, source family; deaths ≥ 100)
|
| Publications (5 y) per 1,000 annual deaths | USA · Female · all ages · 2024 · top-level cancers | #30 / 32 | = | 559.5 per 1,000 deaths | 6.5 | High confidence | ci-pubs-per-deaths-v1 | Sep 29, 2026 | showformula: publications_5y / (mortality_count / 1000) (same geography, year, sex, source family; deaths ≥ 100)
|
| Research Gap Index | USA · both sexes · all ages · 2024 · top-level cancers | #10 / 31 | = | +6.6 percentile points | 70 | Medium confidence | ci-research-gap-v1 | Sep 29, 2026 | showformula: percentile(mortality_count) − percentile(publications_5y)
inputs hash 223409ea4719a317e41b9bc7 Trace lineage (admin) |
| Research Gap Index | USA · Female · all ages · 2024 · top-level cancers | #5 / 28 | ▼ 2 | +14.8 percentile points | 85.2 | Medium confidence | ci-research-gap-v1 | Sep 29, 2026 | showformula: percentile(mortality_count) − percentile(publications_5y)
inputs hash 7e5d4f431c856bc70e0ca539 Trace lineage (admin) |
| Research Gap Ratio | USA · both sexes · all ages · 2024 · top-level cancers | #11 / 35 | = | +0.92 log₂ ratio | 70.6 | High confidence | ci-research-gap-ratio-v1 | Sep 29, 2026 | showformula: log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
|
| Research Gap Ratio | USA · Female · all ages · 2024 · top-level cancers | #3 / 32 | = | +1.87 log₂ ratio | 93.5 | High confidence | ci-research-gap-ratio-v1 | Sep 29, 2026 | showformula: log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
|
| Trial Gap Index | USA · both sexes · all ages · 2024 · top-level cancers | #6 / 31 | ▲ 3 | +10 percentile points | 83.3 | Medium confidence | ci-trial-gap-v1 | Sep 29, 2026 | showformula: percentile(mortality_count) − percentile(active_trials)
inputs hash 42c083a5afae5a6aa2195f16 Trace lineage (admin) |
| Trial Gap Index | USA · Female · all ages · 2024 · top-level cancers | #2 / 28 | ▲ 1 | +25.9 percentile points | 96.3 | Medium confidence | ci-trial-gap-v1 | Sep 29, 2026 | showformula: percentile(mortality_count) − percentile(active_trials)
inputs hash 8bb8392360b97a549e3a1451 Trace lineage (admin) |
| Trial Gap Ratio | USA · both sexes · all ages · 2024 · top-level cancers | #14 / 35 | = | +0.07 log₂ ratio | 61.8 | High confidence | ci-trial-gap-ratio-v1 | Sep 29, 2026 | showformula: log2( (deaths / Σ deaths) / (active_trials / Σ active_trials) ) over eligible top-level cancers (deaths ≥ 100, active_trials ≥ 1)
|
| Trial Gap Ratio | USA · Female · all ages · 2024 · top-level cancers | #4 / 32 | = | +1.05 log₂ ratio | 90.3 | High confidence | ci-trial-gap-ratio-v1 | Sep 29, 2026 | showformula: log2( (deaths / Σ deaths) / (active_trials / Σ active_trials) ) over eligible top-level cancers (deaths ≥ 100, active_trials ≥ 1)
|
Computed Ranks are competition ranks (ties share a rank). Percentile = share of eligible entities ranked at or below this one in the ranking direction.
"Deadliest" is ambiguous: annual deaths, age-standardized mortality rate, mortality-to-incidence ratio and 5-year survival rank cancers differently. CancerIndex publishes each as a separate metric.
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inputs hash 905414dce6fba7dd9ab9d9de
Unmet need · computed
ComputedUSA · 2024 · both sexes · all ages · 35 eligible top-level cancerseligible
A gap ratio compares registered activity with deaths inside one scope. It is a signal, not a judgement of research quality; trial counts include NCIt descendants, literature counts are query-based per entity.
Data updated 17 hours agoSource updated unknownscope geo=USA|sex=all|age=all|year=2024|level=top