5,343 systematic reviews · 53 fields of medicine
One in five review questions has no studies to answer it.
Every question a systematic review asks, with its population, intervention, comparison, outcome, effect and GRADE certainty. Find what medicine knows, what it knows poorly, and where reviews found no studies at all.
Systematic reviews
5,343
4,913 Cochrane SoF · 430 full text
Review questions
75,239
current versions only
No studies
15,213
20.2% of questions: total gaps
Very low certainty
17,528
23.3% of questions
Certainty across all current questions
display order only, not a scoreNo studies 20.2%Ungraded 13.7%Very low 23.3%Low 23.9%Moderate 14.9%High 4%
Ungraded means an effect was reported without a GRADE rating; it is not a gap. No studies means the review found nothing to answer the question. The six categories are a display order, not a score.
Fields of medicine
All 53 fieldsWhere each field stands
Oral Health430 reviews
10,375 questionsNo studies 13% · High 0.7%
Pregnancy and Childbirth252 reviews
3,601 questionsNo studies 20.2% · High 4.1%
Airways216 reviews
2,325 questionsNo studies 10.7% · High 9.6%
Neonatal210 reviews
2,353 questionsNo studies 18.4% · High 3.9%
Gynaecology and Fertility194 reviews
2,653 questionsNo studies 20% · High 0.9%
Gut172 reviews
2,395 questionsNo studies 17.5% · High 4%
Eyes and Vision171 reviews
2,112 questionsNo studies 27.8% · High 3.1%
Schizophrenia168 reviews
2,589 questionsNo studies 23.2% · High 1.6%
Pain, Palliative and Supportive Care147 reviews
1,751 questionsNo studies 20.6% · High 4.5%
Musculoskeletal143 reviews
1,956 questionsNo studies 28.4% · High 6.5%
Heart140 reviews
1,554 questionsNo studies 17.5% · High 8.1%
Kidney and Transplant139 reviews
2,434 questionsNo studies 20.7% · High 3.1%
Deep map · Oral Health
Dental caries, down to the trials
Cochrane and non-Cochrane reviews extracted from full text. The non-Cochrane reviews also list every included primary study, AMSTAR 2 appraisal and their overlap, so shared trials are not counted twice.
264
reviews
5,762
questions
5,083
primary studies
| Intervention or exposure | Caries increment | Adverse effects | Lesion arrest | Diagnostic accuracy |
|---|---|---|---|---|
| Fluoride varnish | 945 questions | 69 questions | 537 questions | no review identified |
| Fluoride toothpaste | 878 questions | 831 questions | 14 questions | 15 questions |
| Glass ionomer / ART | 212 questions | 57 questions | 11 questions | 515 questions |
| Laser / photodynamic | no review identified | 1015 questions | 36 questions | 591 questions |
| Diet / sugar | 519 questions | 413 questions | no review identified | no review identified |
Gap finder
See all of themQuestions with the thinnest evidence
| Question | Effect | Evidence | Status / GRADE |
|---|---|---|---|
Partial pulpotomy vs Full (complete) pulpotomy Patient- and clinical-reported outcomes (tooth survival, clinical/radiographic success, pain) · Asymptomatic permanent teeth with deep caries (no symptoms) The effectiveness of partial pulpotomy compared with full pulpotomy in managing deep caries in vital… (2025) | no estimate extracted | 0 studies | No studies |
Calcium vs Control Immediate (24 h) resin-dentin bond strength (MPa) · permanent human teeth with artificial caries-affected dentin · 24 h, Etch-and-Rinse; chemical ACAD Biomimetic Remineralization Strategies for Dentin Bond Stability-Systematic Review and Network Meta-Analysis. (2025) | MD -0.508 [-8.207, 7.191] | 3 studies | Very low |
Children with dental caries vs Children without dental caries (caries-free) Mean corpuscular volume (MCV) · Children and adolescents (0-18 years; most included reviews focused on <6 years) Association Between Iron Deficiency Anemia and Dental Caries in Children: A Systematic Umbrella Meta-Analysis. (2025) | MD -1.96 [-4.02, 0.10] | 3 studies | Very low |
HIV infection with antiretroviral therapy (ART/HAART) vs HIV-negative individuals Dental caries (presence/absence) · Children and adolescents under 18 years with HIV · Not specified (cross-sectional), Cross-sectional studies Association between antiretroviral therapy and dental caries in children and adolescents with HIV: a… (2025) | OR 2.04 [1.21, 3.42] | 6 studies · 2206 participants | Very low |
HIV infection with antiretroviral therapy (ART/HAART) vs HIV-negative individuals Dental caries severity (dmft index, primary dentition) · Children and adolescents under 18 years with HIV · Not specified (cross-sectional), Cross-sectional studies; dmft index Association between antiretroviral therapy and dental caries in children and adolescents with HIV: a… (2025) | MD 0.92 [-0.09, 1.93] | 5 studies · 1502 participants | Very low |
Cavity liner (calcium hydroxide, glass-ionomer cement, resin-modified calcium silicate/TheraCal LC, hydraulic calcium silicate/MTA or Biodentine, flowable composite, or other liner material) vs No cavity liner or a different liner material Treatment failure · Patients with deep caries lesions in mature or immature permanent (posterior) teeth, with no symptoms or reversible… · >=12 months Efficacy of different cavity liners compared to no cavity lining in managing deep caries in vital permanent… (2025) | No significant difference; 96.5% of treated teeth remained vital | 12 studies · 1184 participants | Very low |
Cavity liner (calcium hydroxide, glass-ionomer cement, resin-modified calcium silicate/TheraCal LC, hydraulic calcium silicate/MTA or Biodentine, flowable composite, or other liner material) vs No cavity liner or a different liner material Postoperative hypersensitivity · Patients with deep caries lesions in mature or immature permanent (posterior) teeth, with no symptoms or reversible… · 7 days to 3 months Efficacy of different cavity liners compared to no cavity lining in managing deep caries in vital permanent… (2025) | No significant difference; minimal pain reported | 9 studies · 1000 participants | Very low |
Secondary (passive/secondhand) smoking exposure during childhood vs No secondary smoking exposure Caries prevalence (early childhood caries) · Preschool children aged <=71 months (caries outcome assessed at 3-6 years) · Caries prevalence at 3-6 years, Overall Secondary Smoking and Early Childhood Caries: A Systematic Review and Meta-Analysis. (2025) | OR 1.77 [1.57, 2.01] | 11 studies · 14,794 participants | Very low |