Biomedical visual pilot · 120 real papers

One visual language.
Many kinds of evidence.

Open a paper to see what its evidence can show. Every paper uses the same visual system. Each missing piece stays visible.

How much can we show today?

27 papers have some results we can plot.

93 need more evidence before we can plot their results.

All automated views are partial. This deliberately varied sample does not measure coverage across the entire library.

Some resultsMore evidence needed
01

Trace every figure

Open its source to see the reported result. Unmatched numbers are withheld.

02

Keep uncertainty visible

An inconclusive result does not become “no effect.” Missing counts do not become people.

03

Test understanding next

Human comprehension and expert review have not yet been measured.

Explore the papers

These groups describe how we sampled papers. The assignment method is checked separately for every comparison.

Stored estimates16 of 30 have some numeric results

Some results available

Association of metformin, aspirin, and cancer incidence with mortality risk in adults with diabetes.

2023 · PMID 36857596
Some results available

Metformin and colorectal cancer: a systematic review, meta-analysis and meta-regression.

2020 · PMID 32592092
Some results available

Regression to Normal Glucose Regulation in American Indians and Alaska Natives of a Diabetes Prevention Program.

2019 · PMID 31177184
Some results available

Antidiabetic Drugs and Prostate Cancer Prognosis in a Finnish Population-Based Cohort.

2021 · PMID 33653815
More evidence needed

Effect of ranolazine on glycaemic control in patients with type 2 diabetes treated with either glimepiride or metformin.

2016 · PMID 26749407
More evidence needed

A randomized, double-blind study of fenofibric acid plus rosuvastatin compared with rosuvastatin alone in stage 3 chronic kidney disease.

2013 · PMID 23891363
More evidence needed

Once-weekly glucagon-like peptide-1 receptor agonist dulaglutide significantly decreases glycated haemoglobin compared with once-daily liraglutide in Japanese patients with type 2 diabetes: 52 weeks of treatment in a randomized phase III study.

2016 · PMID 26661514
More evidence needed

A population pharmacokinetic model for simvastatin and its metabolites in children and adolescents.

2019 · PMID 31172248
Some results available

Interventions for latent autoimmune diabetes (LADA) in adults.

2011 · PMID 21901702
More evidence needed

Semaglutide and Exercise Function in Obesity-Related HFpEF: Insights From the STEP-HFpEF Program.

2025 · PMID 41045908
More evidence needed

Improved glycemic control with no weight increase in patients with type 2 diabetes after once-daily treatment with the long-acting glucagon-like peptide 1 analog liraglutide (NN2211): a 12-week, double-blind, randomized, controlled trial.

2004 · PMID 15161785
Some results available

A cross-sectional study: Associations between sarcopenia and clinical characteristics of patients with type 2 diabetes.

2020 · PMID 31914078
Some results available

Impact of GLP-1 receptor agonists on blood pressure, heart rate and hypertension among patients with type 2 diabetes: A systematic review and network meta-analysis.

2015 · PMID 26358202
More evidence needed

Effects on Clinical Outcomes of Adding Dipeptidyl Peptidase-4 Inhibitors Versus Sulfonylureas to Metformin Therapy in Patients With Type 2 Diabetes Mellitus.

2015 · PMID 26457538
Some results available

Efficacy and safety of combination therapy with vildagliptin and metformin vs. metformin monotherapy for Type 2 Diabetes Mellitus therapy: a meta-analysis.

2022 · PMID 35503625
More evidence needed

The Stepwise Approach to Diabetes Prevention: Results From the D-CLIP Randomized Controlled Trial.

2016 · PMID 27504014
Some results available

Effect of intensive statin therapy on clinical outcomes among patients undergoing percutaneous coronary intervention for acute coronary syndrome. PCI-PROVE IT: A PROVE IT-TIMI 22 (Pravastatin or Atorvastatin Evaluation and Infection Therapy-Thrombolysis In Myocardial Infarction 22) Substudy.

2009 · PMID 19958964
More evidence needed

Liraglutide reduces systolic blood pressure in patients with type 2 diabetes mellitus: A meta-analysis of randomized trials.

2020 · PMID 31610701
Some results available

Efficacy and safety of statin treatment for cardiovascular disease: a network meta-analysis of 170,255 patients from 76 randomized trials.

2011 · PMID 20934984
Some results available

Triple oral therapy combining metformin, SGLT-2 and DPP-4 inhibitors versus dual therapy in type 2 diabetes mellitus: A systematic review and meta-analysis.

2026 · PMID 42216339
Some results available

Association Between Metformin Use in Early Gestational or Type 2 Diabetes in Pregnancy and Preterm Preeclampsia.

2024 · PMID 39236318
More evidence needed

Systematic review: comparative effectiveness and harms of combination therapy and monotherapy for dyslipidemia.

2009 · PMID 19884623
More evidence needed

[Metformin treatment of antipsychotic-induced dyslipidemia: analysis of two randomized, placebo-controlled trials].

2019 · PMID 31857506
Some results available

Efficacy and Safety of Cagrilintide and Cagrisema Versus Semaglutide as Anti-Obesity Medications: A Systematic Review, Meta-Analysis and Meta-Regression.

2026 · PMID 41834765
More evidence needed

Semaglutide in Patients with Obesity-Related Heart Failure and Type 2 Diabetes.

2024 · PMID 38587233
More evidence needed

SLCO1B1 variants and statin-induced myopathy--a genomewide study.

2008 · PMID 18650507
Some results available

Effects of semaglutide with and without concomitant SGLT2 inhibitor use in participants with type 2 diabetes and chronic kidney disease in the FLOW trial.

2024 · PMID 38914124
Some results available

Effects of canagliflozin on major adverse cardiovascular events by baseline estimated glomerular filtration rate: Pooled Hispanic subgroup analyses from the CANVAS Program and CREDENCE trial.

2022 · PMID 34463423
Some results available

Once-Weekly Semaglutide Versus Once-Daily Liraglutide for Weight Loss in Adults: A Meta-Analysis of Randomized Controlled Trials.

2025 · PMID 39930946
More evidence needed

Does metformin decrease blood pressure in patients with Type 2 diabetes intensively treated with insulin?

2005 · PMID 15975107

Diagnostic research0 of 10 have some numeric results

More evidence needed

The role of MRI in perianal fistulizing disease: diagnostic imaging and classification systems to monitor disease activity.

2025 · PMID 39180667
More evidence needed

Prognosis Biomarkers of Severe Sepsis and Septic Shock by 1H NMR Urine Metabolomics in the Intensive Care Unit.

2015 · PMID 26565633
More evidence needed

Interleukin-10 and soluble tumor necrosis factor receptor II are potential biomarkers of

2017 · PMID 29255607
More evidence needed

Pseudoprogression in Patients with Glioblastoma: Assessment by Using Volume-weighted Voxel-based Multiparametric Clustering of MR Imaging Data in an Independent Test Set.

2015 · PMID 25611736
More evidence needed

The risk of malignancy according to Milan reporting system of salivary gland fine-needle aspiration with Becton Dickinson SurePath liquid-based processing.

2019 · PMID 31095901
More evidence needed

Diagnostic accuracy of follow-up tests for detecting colorectal cancer recurrences in primary care: A systematic review and meta-analysis.

2021 · PMID 33704843
More evidence needed

[Establishment of a novel TB-ARMS qPCR method for kras mutation detection].

2019 · PMID 31223006
More evidence needed

DETERMINATION OF THE SEVERITY OF TRAUMATIC BRAIN INJURIES BY METHODS OF RADIATION DIAGNOSTICS.

2024 · PMID 38501640
More evidence needed

Fault diagnosis methods for imbalanced samples of hydraulic pumps based on DA-DCGAN.

2025 · PMID 40595760
More evidence needed

Utility of Blood Cell Ratio Combinations for Diagnosis of Periprosthetic Joint Infection.

2023 · PMID 37745972

Preclinical research0 of 10 have some numeric results

More evidence needed

Discovering the hidden messages within cell trajectories using a deep learning approach for in vitro evaluation of cancer drug treatments.

2020 · PMID 32376840
More evidence needed

Effects of cotreatment with omega-3 polyunsaturated fatty acids and anticancer agents on oxidative stress parameters: a systematic review of in vitro, animal, and human studies.

2018 · PMID 30010957
More evidence needed

ELQ-300 prodrugs for enhanced delivery and single-dose cure of malaria.

2015 · PMID 26124159
More evidence needed

Photodynamic inactivation assisted by localized surface plasmon resonance of silver nanoparticles: In vitro evaluation on Escherichia coli and Streptococcus mutans.

2018 · PMID 29678678
More evidence needed

Reduced Efflux Pumps Expression of

2020 · PMID 33281263
More evidence needed

MicroRNA-379-5p targets MAP3K2 to reduce autophagy and alleviate neuronal injury following cerebral ischemia via the JNK/c-Jun signaling pathway.

2022 · PMID 34931755
More evidence needed

Gliadin/Konjac glucomannan particle-stabilized Pickering emulsion for honokiol encapsulation with enhanced digestion benefits.

2025 · PMID 39710026
More evidence needed

Maternal and neonatal outcomes in twin and triplet gestations in Western Saudi Arabia.

2017 · PMID 28578447
More evidence needed

Facile and simple purification method for small extracellular vesicles obtained from a culture medium through cationic particle capture.

2021 · PMID 33569647
More evidence needed

The cocaine compulsion zone theory explains the reinstatement of lever pressing behavior in rats in response to a single cocaine dose.

2023 · PMID 37496917

Randomized trials2 of 20 have some numeric results

Some results available

Adverse events in a chiropractic spinal manipulative therapy single-blinded, placebo, randomized controlled trial for migraineurs.

2017 · PMID 28324697
More evidence needed

The efficacy of cognitive-behavioral therapy and psychodynamic therapy in the outpatient treatment of major depression: a randomized clinical trial.

2013 · PMID 24030613
More evidence needed

Nocebo-induced hyperalgesia during local anesthetic injection.

2010 · PMID 20042440
More evidence needed

Neonatal modulation of serum cytokine profiles by a specific mixture of anti-inflammatory neutral and acidic oligosaccharides in preterm infants.

2013 · PMID 23911205
More evidence needed

A Pilot, Single-Blind, Randomized Controlled Study Evaluating the Use of Platelet-Rich Plasma for Hand Skin Rejuvenation.

2024 · PMID 37903326
More evidence needed

Effects of using electronic cigarettes on nicotine delivery and cardiovascular function in comparison with regular cigarettes.

2015 · PMID 25460033
More evidence needed

New Zealand blackcurrant extract has no effect on physiological and cardiovascular responses during low-intensity sustained intermittent isometric contractions in men.

2026 · PMID 40982048
More evidence needed

Impact of elagolix treatment on fatigue experienced by women with moderate to severe pain associated with endometriosis.

2019 · PMID 30992150
More evidence needed

Mindfulness-based cognitive therapy (MBCT) versus the health-enhancement program (HEP) for adults with treatment-resistant depression: a randomized control trial study protocol.

2014 · PMID 24612825
More evidence needed

Can robotic gait rehabilitation plus Virtual Reality affect cognitive and behavioural outcomes in patients with chronic stroke? A randomized controlled trial involving three different protocols.

2020 · PMID 32689601
More evidence needed

Efficacy and safety of one anastomosis gastric bypass versus Roux-en-Y gastric bypass for obesity (YOMEGA): a multicentre, randomised, open-label, non-inferiority trial.

2019 · PMID 30851879
More evidence needed

The Effects of Daridorexant on Patients With Comorbid Insomnia Disorder and Untreated Mild Obstructive Sleep Apnoea: A Post Hoc Subgroup Analysis of a Phase 3, Randomised Clinical Trial.

2026 · PMID 40660750
More evidence needed

Early formation of bilirubin isomers during phototherapy for neonatal jaundice: effects of single vs. double fluorescent lamps vs. photodiodes.

2015 · PMID 25794186
More evidence needed

A double-blind, placebo-controlled trial to assess the efficacy of quetiapine fumarate XR in very heavy-drinking alcohol-dependent patients.

2012 · PMID 21950727
More evidence needed

Impact of a mineral enriched, fiber complex on glycaemic response and satiation in healthy adults: a double-blind, crossover intervention study.

2025 · PMID 40490608
More evidence needed

Enhanced recovery after surgery with laparoscopic radical gastrectomy for stomach carcinomas.

2015 · PMID 26715818
More evidence needed

Patients' preference for olanzapine orodispersible tablet compared with conventional oral tablet in a multinational, randomized, crossover study.

2010 · PMID 20653494
More evidence needed

Patient-reported outcomes from two randomised studies comparing once-weekly application of amorolfine 5% nail lacquer to other methods of topical treatment in distal and lateral subungual onychomycosis.

2017 · PMID 28925059
More evidence needed

Clinical, radiographic, and histologic analysis of the effects of acemannan used in direct pulp capping of human primary teeth: short-term outcomes.

2016 · PMID 26264630
Some results available

Individualised treatment targets for elderly patients with type 2 diabetes using vildagliptin add-on or lone therapy (INTERVAL): a 24 week, randomised, double-blind, placebo-controlled study.

2013 · PMID 23706759

Systematic reviews and meta-analyses6 of 20 have some numeric results

Some results available

Efficacy and safety of Guanylyl cyclase C agonists (linaclotide and plecanatide) in patients with irritable bowel syndrome with constipation: a systematic review and meta-analysis of randomized controlled trials.

2026 · PMID 42038325
More evidence needed

Immunobiological Properties and Clinical Applications of Interleukin-38 for Immune-Mediated Disorders: A Systematic Review Study.

2021 · PMID 34830435
Some results available

An unanchored matching-adjusted indirect comparison of the efficacy of zanubrutinib versus ibrutinib for the treatment of relapsed/refractory mantle-cell lymphoma.

2026 · PMID 42452801
Some results available

Zolpidem use and risk of suicide: A systematic review and meta-analysis.

2022 · PMID 35985088
Some results available

Preoperative GNRI and surgical site infection risk after total joint arthroplasty: A systematic review and meta-analysis.

2026 · PMID 41755753
More evidence needed

Association of parental communication deviance with offspring's psychiatric and thought disorders. A systematic review and meta-analysis.

2014 · PMID 23849397
More evidence needed

Effect of vitamin D supplementation on measures of arterial stiffness: a systematic review and meta-analysis of randomized controlled trials.

2016 · PMID 26824510
More evidence needed

Marine microbiomes and their expanding role in biotechnological potential: a systematic review.

2026 · PMID 42084764
More evidence needed

LT4/LT3 Combination Therapy vs. Monotherapy with LT4 for Persistent Symptoms of Hypothyroidism: A Systematic Review.

2024 · PMID 39273168
More evidence needed

A systematic review of unintended pregnancy among adolescents living with HIV in Africa.

2026 · PMID 42359787
More evidence needed

Burden of central nervous system complications in sickle cell disease: A systematic review and meta-analysis.

2022 · PMID 35038214
Some results available

Effects of sodium-glucose cotransporter (SGLT) inhibitors in addition to insulin therapy on glucose control and safety outcomes in adults with type 1 diabetes: A meta-analysis of randomized controlled trials.

2019 · PMID 30974510
More evidence needed

The Fragility and Reliability of Conclusions of Anesthesia and Critical Care Randomized Trials With Statistically Significant Findings: A Systematic Review.

2019 · PMID 30394920
More evidence needed

Decline in sperm count in European men during the past 50 years.

2018 · PMID 28413887
Some results available

Meta-analyses between 18 candidate genetic markers and overweight/obesity.

2014 · PMID 24621099
More evidence needed

Effects of digital technology-based interventions on balance function and non-motor outcomes in Parkinson's disease: a systematic review and meta-analysis.

2026 · PMID 42591686
More evidence needed

The Relationship Between Pain-Related Psychological Factors and Maximal Physical Performance in Low Back Pain: A Systematic Review and Meta-Analysis.

2022 · PMID 36057387
More evidence needed

Reporting randomised trials of social and psychological interventions: the CONSORT-SPI 2018 Extension.

2018 · PMID 30060754
More evidence needed

Nurses' experience of providing home-based palliative care in the country setting: An integrated literature review.

2020 · PMID 31423691
More evidence needed

A Systematic Review of the Impact of Wildfires on Sleep Disturbances.

2021 · PMID 34639453

Observational research3 of 15 have some numeric results

More evidence needed

Impact of medications on lung function in fibrotic hypersensitivity pneumonitis.

2025 · PMID 40934761
More evidence needed

Development and validation of a risk assessment model for post-surgical scar formation in pediatric melanocytic nevus excision: a retrospective cohort study.

2026 · PMID 41742081
More evidence needed

Predictive Factors of ART Follow-Up Loss in HIV Patients (2018-2022): A Retrospective Cohort Study.

2025 · PMID 39739283
Some results available

Vertebral osteomyelitis in patients with infective endocarditis: prevalence, risk factors and mortality.

2025 · PMID 39836291
More evidence needed

Inter-examiner reliability of salivary diagnostic tests in a practice-based research network.

2011 · PMID 21619742
More evidence needed

Influence of information, education and communication on prenatal and skilled delivery in the Tano North District, Ghana: A cross-sectional study.

2021 · PMID 34189302
More evidence needed

Trends in Bronchiolitis ICU Admissions and Ventilation Practices: 2010-2019.

2021 · PMID 33972381
More evidence needed

Linking HIV prevention and care for community interventions among high-risk women in Burkina Faso--the ARNS 1222 "Yerelon" cohort.

2011 · PMID 21857287
Some results available

Incidence of abnormal cleavage patterns in conventional IVF versus ICSI: a retrospective analysis of 125,570 normally fertilised embryos.

2026 · PMID 42308646
More evidence needed

Medication Use and Quality of Life in Older Adults with Personality Disorders.

2025 · PMID 40892150
More evidence needed

Abnormal mRNA Expression Levels of Telomere-Binding Proteins Represent Biomarkers in Myelodysplastic Syndromes: A Case-Control Study.

2017 · PMID 28404540
Some results available

Both high and low pre-infection glucose levels associated with increased risk for severe COVID-19: New insights from a population-based study.

2021 · PMID 34293038
More evidence needed

Association of Prepregnancy Obesity versus Excessive Gestational Weight Gain with Adverse Neonatal Outcomes in the United States.

2025 · PMID 40132984
More evidence needed

Estimation of Serum Protein in Oral Potentially Malignant Disorders and Oral Malignancy - A Cross-Sectional Study.

2017 · PMID 28384973
More evidence needed

Seroprevalence of bovine brucellosis and associated factors among dairy cows with recent cases of abortion in Ethiopia.

2023 · PMID 40496278

Case reports0 of 5 have some numeric results

Protocols and narrative reviews0 of 5 have some numeric results

No abstract0 of 5 have some numeric results

This pilot reused stored evidence and made no new model calls. Historical extraction and hosting costs are not included. Automated checks cannot substitute for scientific review.

Download the pilot report and paper list ↗