Team Feedback Console
Reason tags
Effective Weights
Experience24.0%
Startup speed18.0%
PI capacity14.0%
Competitor coverage14.0%
CTGov relevance16.0%
Execution stability10.0%
Sponsor fit4.0%
prototype 02
Site Feasibility with Human Feedback
Team policy learns from multi-user feedback. Repeated single-user dislikes are capped; weight shifts require consensus.
Base Filter Context
Before (Team Baseline)
#1 Texas Oncology - DFW
Dallas, United States
score: 80.1
#2 Cancer Specialists of North Florida
Jacksonville, United States
score: 63.9
#3 Memorial Sloan Kettering Cancer Center
New York, United States
score: 52
#4 Hospital Universitario 12 de Octubre
Madrid, Spain
score: 51.6
#5 Community Health Network, Inc
Indianapolis, United States
score: 51.6
#6 Oncology Hematology Care Clinical Trials
Cincinnati, United States
score: 51.6
#7 Texas Oncology - West Texas
El Paso, United States
score: 51.6
#8 Texas Oncology - Gulf Coast
Houston, United States
score: 51.6
After (Team Learned Policy)
#1 Texas Oncology - DFW
Dallas, United States
score: 80.1
#2 Cancer Specialists of North Florida
Jacksonville, United States
score: 63.9
#3 Memorial Sloan Kettering Cancer Center
New York, United States
score: 52
#4 Hospital Universitario 12 de Octubre
Madrid, Spain
score: 51.6
#5 Community Health Network, Inc
Indianapolis, United States
score: 51.6
#6 Oncology Hematology Care Clinical Trials
Cincinnati, United States
score: 51.6
#7 Texas Oncology - West Texas
El Paso, United States
score: 51.6
#8 Texas Oncology - Gulf Coast
Houston, United States
score: 51.6
Rank Shift
#1 Texas Oncology - DFWafter #1 (0)
#2 Cancer Specialists of North Floridaafter #2 (0)
#3 Memorial Sloan Kettering Cancer Centerafter #3 (0)
#4 Hospital Universitario 12 de Octubreafter #4 (0)
#5 Community Health Network, Incafter #5 (0)
#6 Oncology Hematology Care Clinical Trialsafter #6 (0)
#7 Texas Oncology - West Texasafter #7 (0)
#8 Texas Oncology - Gulf Coastafter #8 (0)
#9 Beijing Cancer hospitalafter #9 (0)
#10 The Second Affiliated Hospital of Nanchang Universityafter #10 (0)
Consensus Guardrails
Feedback Log (Audit)
No feedback yet.
update log
Prototype Change Log
2026-03-01 · v0.3.0
Team Policy Persistence and Consensus Aggregation
- - Added persistent team profiles and server-side feedback event store.
- - Added multi-user consensus aggregation for effective weight updates.
- - Added anti-abuse controls: single-user daily cap, repeated action decay, and max per-reason shift.
2026-03-01 · v0.2.0
Human Feedback Reinforcement Layer Added
- - Added before-vs-after ranking comparison.
- - Added explicit feedback actions (like/dislike) with reason tags.
- - Introduced adaptive weight updates and audit feedback log.