BioTBVerified
Algorithmic Transparency

The TrustScore™ Mathematical Engine

Unlike platforms with opaque star ratings, BioTB publishes its entire algorithmic formula. Every score out of 10 is mathematically verifiable and resistant to manipulation.

Formula Specification v1.0Scale: 0.0 to 10.0
TrustScore = (R_avg × 0.40) + (V_factor × 0.15) + (C_score × 0.20) + (O_ind × 0.15) + (CR_rate × 0.10)
Verified Review Average (40%)Weight 0.40

Calculated exclusively from reviews that passed Layer-2 prescription verification or on-ground patient interviews.

Credential Score (20%)Weight 0.20

Registration validation with Delhi Medical Council (DMC), accredited postgraduate degrees, and hospital accreditations (NABH/JCI).

Patient Outcome Indicators (15%)Weight 0.15

Explicit clinical recovery metrics ("fully recovered", "significantly improved") recorded in verified patient journeys.

Review Volume Factor (15%)Weight 0.15

Logarithmic damping function preventing a doctor with only 1 five-star review from receiving an artificial 10/10 score.

Complaint Resolution Rate (10%)Weight 0.10

How proactively and professionally the clinician or hospital addresses critical feedback and post-consultation queries.

TrustScore™ Display Tiers

9.0 – 10.0

Exceptional (Gold Tier)

Reserved for top clinical icons with extensive verified review volume, spotless medical council records, and superior patient outcomes.

8.0 – 8.9

Excellent (Silver Tier)

High patient satisfaction, validated qualifications, and consistent positive treatment outcomes across specialties.

7.0 – 7.9

Very Good (Green Tier)

Solid clinical track record with confirmed credentials and verified patient consultations.

National Directory Public Audit Metrics (Delhi NCR & Lucknow)

Quarterly figures audited by BioTB Medical Ethics & Data Integrity Board across 814+ curated providers.

14,210
Reviews Submitted
12,847
Approved & Verified (90.4%)
1,363
Rejected (Doctor Mismatch/Fake)
100%
DMC & UPMC Statutory Match Rate