Data Checks

Data quality audit for 481 records in the selected scope. Checked details, confirmed status, clinical-trial listings, historical records, and strong-evidence records are tracked separately.

Build-Time Data Checks

13/13 validation checks passing
481 reviewed records · latest review 2026-06-10
Correction Feedback

Submit evidence-backed corrections for data checks, entity resolution, or workspace classification.

Active company records needing reviewPass
Must be 0
Unknown modalityPass
Must be 0
Unknown stagePass
Must be 0
Missing sourcesPass
Must be 0
Missing population tagsPass
Must be 0
Trial-listing records with high confidencePass
Must be 0
Checked records missing review metadataPass
Must be 0
Strong-evidence records with unresolved checksPass
Must be 0
Large trial clusters needing reviewPass
Must be 0
Unclassified program typesPass
Must be 0
Records outside therapy/device silosPass
Must be 0
Old review flags still attachedPass
Must be 0
Institution sponsors marked industryPass
Must be 0
135
Strong Evidence
well-supported current records
226
Status Confirmed
current commercial/program status
481
Details Checked
0 records need checking
245
Trial Listings Only
study records, not product claims
159
Historical / Discontinued
completed, paused, or stopped
0
Open Data Checks
281 records with review notes
0
Missing Sources
no source URL/objects
0
Missing Sponsor
entity resolution gap
0
Unknown Modality
classification gap
0
Unknown Stage
pipeline status gap
0
Missing Population
clinical usefulness gap
0
Possible Duplicates
same normalized name

Entity Resolution Audit

This is the company-name and sponsor-role control panel. Primary research centers, academic hospitals, labs, and government/investigator-led records should stay out of the industry-company index while remaining visible in the all-organization view.

283
Industry Records
primary company-linked
198
Institution Records
sponsor / investigator-led
612
Organization Profiles
273 companies · 321 institutions · 18 mixed
0
Suspect Industry Labels
institution-like primary company names
Pass: no institution-like primary sponsors are marked as industry-sponsored in this scope.

Mixed-Role Organizations (18)

Cochlear
Mixed role9 data flagged
20 linked records18 industry / 2 institution20 checked0 need checking
Phonak
Mixed role5 data flagged
14 linked records13 industry / 1 institution14 checked0 need checking
Oticon Medical
Mixed role6 data flagged
9 linked records7 industry / 2 institution9 checked0 need checking
Eye & ENT Hospital of Fudan University
Mixed role8 data flagged
8 linked records1 industry / 7 institution8 checked0 need checking
Advanced Bionics
Mixed role3 data flagged
7 linked records6 industry / 1 institution7 checked0 need checking
Institut Pasteur
Mixed role4 data flagged
6 linked records3 industry / 3 institution6 checked0 need checking
Regeneron Pharmaceuticals
Mixed role3 data flagged
5 linked records4 industry / 1 institution5 checked0 need checking
Eargo, Inc.
Mixed role1 data flagged
5 linked records4 industry / 1 institution5 checked0 need checking

Largest Sponsor / Institution Clusters (321)

National Institute on Deafness and Other Communication Disorders (NIDCD)
Sponsor / institution14 data flagged
14 linked records0 industry / 14 institution14 checked0 need checking
Washington University School of Medicine
Sponsor / institution5 data flagged
5 linked records0 industry / 5 institution5 checked0 need checking
Assistance Publique - Hopitaux de Paris
Sponsor / institution4 data flagged
4 linked records0 industry / 4 institution4 checked0 need checking
Assistance Publique - Hôpitaux de Paris
Sponsor / institution4 data flagged
4 linked records0 industry / 4 institution4 checked0 need checking
Radboud University Medical Center
Sponsor / institution4 data flagged
4 linked records0 industry / 4 institution4 checked0 need checking
University of Colorado, Denver
Sponsor / institution4 data flagged
4 linked records0 industry / 4 institution4 checked0 need checking
URC-CIC Paris Descartes Necker Cochin
Sponsor / institution4 data flagged
4 linked records0 industry / 4 institution4 checked0 need checking
Assiut University
Sponsor / institution3 data flagged
3 linked records0 industry / 3 institution3 checked0 need checking

Evidence Levels

registry200
company187
regulatory24
publication21
trial18
registry+publication11
registry+company7
registry-results4
registry-results+publication3
registry+institution2
registry+publication+company2
expert1
registry+database1

Source Types

company446
clinicaltrials298
publication92
regulatory38
registry_mirror27
database11
institution11
expert4
compound-database2
domain_check2
manual2
drug_label1
protein_database1

Open Data Flags

No records.

Possible Trial Artifacts (3)

Review for exclusion
Pre-treatment tinnitus assessment cohort
before-any-intervention
Institution-led studySponsor / InstitutionClinical Assessment/EndpointNot applicablechecked
institution-led-studyregistry-only-evidencebaseline-assessment-artifactdiagnostic-study-not-product
Oticon Medical Ponto Implant System MIPS study
abbreviated-profile-hearing-aid-benefit-aphab
Oticon MedicalCompanyCochlear/Auditory ImplantObservational/NAchecked
renamed-from-outcome-questionnaire-artifactstudy-level-not-standalone-productno-posted-results-confirmed
Oticon Medical Ponto BHX Implant System study
abbreviated-profile-of-hearing-aid-benefit-aphab
Oticon MedicalCompanyCochlear/Auditory ImplantObservational/NAchecked
renamed-from-outcome-questionnaire-artifactstudy-level-not-standalone-productno-posted-results-confirmed

No Trial IDs (210)

Often okay for marketed/preclinical records
PEDMARK by Fennec Pharmaceuticals
fennec-pedmark
Fennec PharmaceuticalsCompanySmall MoleculeMarketedchecked
Apple AirPods Pro Hearing Health Features
apple-airpods-pro-hearing-health
AppleCompanyHearing Aid/SoftwareMarketedchecked
Envoy Medical Esteem Fully Implanted Hearing System
envoy-esteem
Envoy MedicalCompanyActive Middle Ear ImplantMarketedchecked
BHM contact mini Bone Conduction System
bhm-contact-mini-bone-conduction-system
BHM-TechCompanyBone Conduction Hearing SystemMarketedchecked
BHM contact forte Bone Conduction System
bhm-contact-forte-bone-conduction-system
BHM-TechCompanyBone Conduction Hearing SystemMarketedchecked
BHM contact star evo1 Bone Conduction Glasses
bhm-contact-star-evo1-bone-conduction-glasses
BHM-TechCompanyBone Conduction Hearing SystemMarketedchecked
Lenire Tinnitus Treatment Device
lenire-tinnitus-treatment-device
Neuromod DevicesCompanyNeuromodulationMarketedchecked
Bose SoundControl Hearing Aids
bose-soundcontrol-hearing-aids
BoseCompanyHearing Aid/SoftwareMarketedchecked
Cochlear Osia System
cochlear-osia-system
CochlearCompanyCochlear/Auditory ImplantMarketedchecked
Cochlear Nucleus ABI541 Brainstem Implant
cochlear-nucleus-abi541
CochlearCompanyBCI/NeurotechApprovedchecked
MED-EL VIBRANT SOUNDBRIDGE
medel-vibrant-soundbridge
MED-ELCompanyCochlear/Auditory ImplantMarketedchecked
Nuance Audio Hearing Aid Software
nuance-audio-hearing-aid-software
EssilorLuxotticaCompanyHearing Aid/SoftwareMarketedchecked
Cochlear Nucleus Nexa System
cochlear-nucleus-nexa-system
CochlearCompanyCochlear/Auditory ImplantMarketedchecked
Oticon Medical Neuro System
oticon-medical-neuro-system
Oticon Medical / DemantCompanyCochlear/Auditory ImplantMarketedchecked
GSI Audera Pro
gsi-audera-pro
Grason-StadlerCompanyDiagnosticMarketedchecked
MED-EL SYNCHRONY Cochlear Implant System
medel-synchrony-ci-system
MED-ELCompanyCochlear/Auditory ImplantMarketedchecked
Cochlear Baha System
cochlear-baha-system
CochlearCompanyCochlear/Auditory ImplantMarketedchecked
Phonak Audéo Sphere Infinio
phonak-audeo-sphere-infinio
PhonakCompanyHearing Aid/SoftwareMarketedchecked
Advanced Bionics HiRes Ultra 3D and Naída CI Marvel Platform
advanced-bionics-hires-ultra-3d-marvel-ci
Advanced BionicsCompanyCochlear/Auditory ImplantMarketedchecked
Natus ALGO 7i Newborn Hearing Screener
natus-algo-7i
NatusCompanyDiagnosticMarketedchecked
Signia Integrated Xperience
signia-integrated-xperience
SigniaCompanyHearing Aid/SoftwareMarketedchecked
Auricle Tinnitus Device
auricle-michigan-tinnitus-device
Auricle Inc.CompanyNeuromodulationPhase 2checked
hearX hearTest
hearx-heartest
hearXCompanyDiagnosticMarketedchecked
Phonak Lyric
phonak-lyric
PhonakCompanyHearing Aid/SoftwareMarketedchecked
ReSound Vivia
resound-vivia
GN ReSoundCompanyHearing Aid/SoftwareMarketedchecked
Starkey Edge AI
starkey-edge-ai
StarkeyCompanyHearing Aid/SoftwareMarketedchecked
Widex Allure
widex-allure
WidexCompanyHearing Aid/SoftwareMarketedchecked
hearX hearScreen
hearx-hearscreen
hearXCompanyDiagnosticMarketedchecked
Bio-logic NavPRO ONE
natus-navpro-one
NatusCompanyDiagnosticMarketedchecked
Oticon Intent
oticon-intent
OticonCompanyHearing Aid/SoftwareMarketedchecked
GJB2-GT by Sensorion
sensorion-sens-601-gjb2-gt
SensorionCompanyGene TherapyPreclinicalchecked
SHOEBOX PureTest
shoebox-puretest
SHOEBOXCompanyDiagnosticMarketedchecked
GSI AMTAS
gsi-amtas
Grason-StadlerCompanyDiagnosticMarketedchecked
Interacoustics Eclipse
interacoustics-eclipse
InteracousticsCompanyDiagnosticMarketedchecked
ReSonance by Lineage Cell Therapeutics
lineage-opc1
Lineage Cell TherapeuticsCompanyCell TherapyPreclinicalchecked
OTO-825 by Otonomy
otonomy-oto-825
OtonomyCompanyGene TherapyPreclinicalchecked
Eargo 7
eargo-7
EargoCompanyHearing Aid/SoftwareMarketedchecked
Interacoustics Titan
interacoustics-titan
InteracousticsCompanyDiagnosticMarketedchecked
MED-EL SYNCHRONY ABI
medel-auditory-brainstem-implant
MED-ELCompanyCochlear/Auditory ImplantMarketedchecked
Lexie B3 Powered by Bose
lexie-b3-powered-by-bose
Lexie HearingCompanyHearing Aid/SoftwareMarketedchecked