stale · 2.0

Real-World Data

Score 15.0 / 100 20 providers 5 APIs Search apis.io →
Variants seen in the corpus: Real World DataReal-World DataReal-world Data

Providers using this tag (20)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Strong 1 Solid coverage with minor gaps
DatavantHealthcareUnited StatesInteroperabilityHealth Data2 APIs61.9
Developing 2 Usable, with meaningful gaps to close
Roivant SciencesBiotechPharmaceuticalsDrug DevelopmentClinical Trials1 API48.9Komodo HealthCompanyHealthcareHealth DataLife Sciences1 API39.8
Thin 4 Limited public surface area
Guardant HealthHealthcarePrecision OncologyLiquid BiopsyGenomics1 API39.2Caris Life SciencesPrecision OncologyMolecular ProfilingGenomicsHealthcare1 API29.0BEKHealthCompanyHealthcareClinical TrialsClinical Research28.1HealthVerityHealthcareUnited StatesLife Sciences1 API26.3
Emerging 8 Early or largely undocumented
PicnicHealthCompanyDigital BiologyHealthMedical Records23.1ConcertAICompanyHealthcareOncologyArtificial Intelligence21.6IomedCompanyHealthcareClinical Data18.9Tempus AIPrecision MedicineGenomicsHealthcareMolecular Diagnostics1 API16.2Evidation HealthCompanyHealthHealthcareDigital Health16.0PicnicaiCompanyHealthHealthcare DataClinical Research1 API14.6Om1CompanyHealthcareReal-World Evidence13.1Flatiron HealthCompanyHealthcareOncology12.9
Minimal 5 Almost no public developer surface
Outcomes4MeCompanyDigital HealthHealthcareCancer10.5Verana HealthCompanyLife SciencesHealthcare9.2Atropos HealthReal World EvidenceClinical EvidenceObservational Studies4.5Mendel AIClinical AIHealthcare AIOncologyClinical Trials4.2AllStripesCompanyHealthRare Disease2.9

APIs with this tag (4)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Developing 1 Usable, with meaningful gaps to close
Komodo Health Marmot Development KitThe Marmot Development Kit is Komodo Health's developer surface — a Python SDK and `komodo` CLI published t...39.8
Thin 1 Limited public surface area
GuardantINFORMIn-silico real-world clinical-genomic data platform combining de-identified longitudinal clinical informati...39.2
Emerging 2 Early or largely undocumented
Tempus LensLens is Tempus' real-world multimodal data and agentic AI platform for life sciences and oncology drug deve...16.2PicnicHealth Research Data (R Package)First-party R package for importing, transforming, and visualizing PicnicHealth real-world research data (c...14.6

Score breakdown

Frequency
37.6
log-scaled weighted occurrences
Breadth
0.5
spread across providers
Quality lift
26.6
mean composite of providers using it
Cohesion
1.0
strength of nearest seed neighbor

Related tags

Real-World Evidence 6 co-occurrences Health Data 7 co-occurrences Clinical Research 6 co-occurrences Clinical Trials 7 co-occurrences Oncology 5 co-occurrences Life Sciences 16 co-occurrences Healthcare 16 co-occurrences Artificial Intelligence 5 co-occurrences

Where this tag comes from

Provider tag18
Api tag5

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