Skip to content
CancerIndex

Ranking · Unmet Need

Research Gap Ratio

log₂ of a cancer’s share of deaths divided by its share of publications (last 5 years), both over the eligible top-level cancers of the scope. 0 = literature share matches death share; positive values flag comparatively under-published cancers. Caveat: literature counts are query-based per entity and not aggregated over descendants.

Computedci-research-gap-ratio-v1unit: log₂ ratiohigher = worseAll metrics

Top 15 by Research Gap RatioMalignant Uterine Corpus Neop…+6.44Malignant Central Nervous Sys…+6.04Malignant Kidney Neoplasm+2.13Malignant Salivary Gland Neop…+1.39Malignant Colon Neoplasm+1.23Malignant Laryngeal Neoplasm+1.1Malignant Pancreatic Neoplasm+1.08Malignant Gallbladder Neoplasm+1.07Cutaneous Melanoma+1.06Skin Carcinoma+1.02Malignant Vulvar Neoplasm+0.92Malignant Liver Neoplasm+0.85Malignant Esophageal Neoplasm+0.66Malignant Lung Neoplasm+0.56Malignant Oropharyngeal Neopl…+0.45
RankΔCancerResearch Gap Ratio (log₂ ratio)PercentileConfidenceSourcesWhy #n?
1=Malignant Uterine Corpus Neoplasm+6.44100High confidencecdc-wonderpubmed
inputs
deaths
8608
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.015744
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
105
eligibleEntities
35
publicationShare
0.000181
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10324
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580371

2=Malignant Central Nervous System Neoplasm+6.0497.1High confidencecdc-wonderpubmed
inputs
deaths
18523
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.033879
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
298
eligibleEntities
35
publicationShare
0.000513
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10765
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580372

3=Malignant Kidney Neoplasm+2.1394.1High confidencecdc-wonderpubmed
inputs
deaths
15215
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.027829
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
3700
eligibleEntities
35
publicationShare
0.006375
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10639
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580373

4=Malignant Salivary Gland Neoplasm+1.3991.2High confidencecdc-wonderpubmed
inputs
deaths
1173
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.002145
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
474
eligibleEntities
35
publicationShare
0.000817
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
8944
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580374

5=Malignant Colon Neoplasm+1.2388.2High confidencecdc-wonderpubmed
inputs
deaths
40801
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.074626
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
18406
eligibleEntities
35
publicationShare
0.031713
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9322
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580375

6=Malignant Laryngeal Neoplasm+1.185.3High confidencecdc-wonderpubmed
inputs
deaths
4095
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.00749
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
2031
eligibleEntities
35
publicationShare
0.003499
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9700
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580376

7=Malignant Pancreatic Neoplasm+1.0882.4High confidencecdc-wonderpubmed
inputs
deaths
51327
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.093879
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
25767
eligibleEntities
35
publicationShare
0.044396
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9637
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580377

8=Malignant Gallbladder Neoplasm+1.0779.4High confidencecdc-wonderpubmed
inputs
deaths
4402
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.008051
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
2222
eligibleEntities
35
publicationShare
0.003828
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9574
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580378

9=Cutaneous Melanoma+1.0676.5High confidencecdc-wonderpubmed
inputs
deaths
8671
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.01586
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
4407
eligibleEntities
35
publicationShare
0.007593
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9826
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580379

10=Skin Carcinoma+1.0273.5High confidencecdc-wonderpubmed
inputs
deaths
5462
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.00999
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
2868
eligibleEntities
35
publicationShare
0.004942
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9889
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580380

11=Malignant Vulvar Neoplasm+0.9270.6High confidencecdc-wonderpubmed
inputs
deaths
1555
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.002844
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
870
eligibleEntities
35
publicationShare
0.001499
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10135
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580381

12=Malignant Liver Neoplasm+0.8567.6High confidencecdc-wonderpubmed
inputs
deaths
30532
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.055844
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
17939
eligibleEntities
35
publicationShare
0.030909
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9511
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580382

13=Malignant Esophageal Neoplasm+0.6664.7High confidencecdc-wonderpubmed
inputs
deaths
16274
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.029766
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
10921
eligibleEntities
35
publicationShare
0.018817
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9196
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580383

14=Malignant Lung Neoplasm+0.5661.8High confidencecdc-wonderpubmed
inputs
deaths
128762
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.23551
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
93034
eligibleEntities
35
publicationShare
0.160296
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9763
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580384

15=Malignant Oropharyngeal Neoplasm+0.4558.8High confidencecdc-wonderpubmed
inputs
deaths
3286
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.00601
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
2550
eligibleEntities
35
publicationShare
0.004394
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9007
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580385

16=Malignant Anal Neoplasm+0.4455.9High confidencecdc-wonderpubmed
inputs
deaths
1651
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.00302
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
1291
eligibleEntities
35
publicationShare
0.002224
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9448
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580386

17=Multiple Myeloma+0.3152.9High confidencecdc-wonderpubmed
inputs
deaths
11967
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.021888
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
10244
eligibleEntities
35
publicationShare
0.01765
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
11017
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580387

18=Malignant Vaginal Neoplasm+0.3150Medium confidencecdc-wonderpubmed
inputs
deaths
435
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.000796
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
373
eligibleEntities
35
publicationShare
0.000643
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10198
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580388

19=Non-Hodgkin Lymphoma+0.347.1High confidencecdc-wonderpubmed
inputs
deaths
19882
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.036365
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
17190
eligibleEntities
35
publicationShare
0.029618
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10954
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580389

20=Malignant Rectal Neoplasm+0.1944.1High confidencecdc-wonderpubmed
inputs
deaths
13446
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.024593
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
12506
eligibleEntities
35
publicationShare
0.021548
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9385
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580390

21=Malignant Mesothelioma+0.0741.2High confidencecdc-wonderpubmed
inputs
deaths
2114
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.003867
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
2145
eligibleEntities
35
publicationShare
0.003696
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9952
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580391

22=Malignant Bladder Neoplasm+0.0238.2High confidencecdc-wonderpubmed
inputs
deaths
17396
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.031818
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
18250
eligibleEntities
35
publicationShare
0.031444
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10702
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580392

23=Malignant Hypopharyngeal Neoplasm-0.1435.3Medium confidencecdc-wonderpubmed
inputs
deaths
498
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.000911
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
581
eligibleEntities
35
publicationShare
0.001001
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9133
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580393

24=Leukemia-0.3432.4High confidencecdc-wonderpubmed
inputs
deaths
23740
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.043421
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
31893
eligibleEntities
35
publicationShare
0.054951
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
11080
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580394

25=Malignant Nasopharyngeal Neoplasm-0.4329.4Medium confidencecdc-wonderpubmed
inputs
deaths
664
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.001214
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
952
eligibleEntities
35
publicationShare
0.00164
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9070
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580395

26=Malignant Prostate Neoplasm-0.526.5High confidencecdc-wonderpubmed
inputs
deaths
34815
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.063678
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
52116
eligibleEntities
35
publicationShare
0.089795
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10513
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580396

27=Malignant Lip and Oral Cavity Neoplasm-0.5123.5High confidencecdc-wonderpubmed
inputs
deaths
5424
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.009921
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
8195
eligibleEntities
35
publicationShare
0.01412
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
8881
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580397

28=Malignant Ovarian Neoplasm-0.9420.6High confidencecdc-wonderpubmed
inputs
deaths
12654
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.023145
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
25793
eligibleEntities
35
publicationShare
0.044441
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10387
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580398

29=Hodgkin Lymphoma-1.1717.6Medium confidencecdc-wonderpubmed
inputs
deaths
909
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.001663
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
2178
eligibleEntities
35
publicationShare
0.003753
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10891
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580399

30=Malignant Penile Neoplasm-1.2214.7Medium confidencecdc-wonderpubmed
inputs
deaths
415
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.000759
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
1025
eligibleEntities
35
publicationShare
0.001766
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10450
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580400

31=Malignant Breast Neoplasm-1.5111.8High confidencecdc-wonderpubmed
inputs
deaths
43897
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.080289
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
133010
eligibleEntities
35
publicationShare
0.229174
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10072
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580401

32=Malignant Gastric Neoplasm-1.548.8High confidencecdc-wonderpubmed
inputs
deaths
11246
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.020569
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
34783
eligibleEntities
35
publicationShare
0.059931
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
9259
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580402

33=Malignant Testicular Neoplasm-1.885.9Medium confidencecdc-wonderpubmed
inputs
deaths
462
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.000845
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
1806
eligibleEntities
35
publicationShare
0.003112
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10576
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580403

34=Malignant Thyroid Gland Neoplasm-2.542.9High confidencecdc-wonderpubmed
inputs
deaths
2229
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.004077
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
13792
eligibleEntities
35
publicationShare
0.023763
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10828
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580404

35=Malignant Cervical Neoplasm-2.580High confidencecdc-wonderpubmed
inputs
deaths
4207
formula
log2( (deaths / Σ deaths) / (publications_5y / Σ publications_5y) ) over eligible top-level cancers (deaths ≥ 100, publications_5y ≥ 1)
sumDeaths
546737
deathShare
0.007695
thresholds
minDeaths
100
minActivity
1
burdenSourceId
CI-SOURCE-00000011
publications5y
26673
eligibleEntities
35
publicationShare
0.045957
sumPublications5y
580388
countersComputedAt
2026-09-29 02:00:20.557824-04
mortalityObservationId
10261
componentsFormulaVersion
ci-research-gap-components-v1

ranking row 2580405

Data updated 16 hours agoSource updated unknown35 eligible entities · inputs hash 00859bd3eb10f4c407191aa0