FINDING #4285 · UNIT ID 1069760430
maziyarpanahi/openmed
Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
97% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
24.70
ACCEL
+0.41
RETENTION
11.9%
PEAK 2026-06-11 · FORK-RETENTION 0.0% · 4,446 STARS / WINDOW
Author Audience
AUDIENCE
1,569
FOLLOWERS
1,105
OWNER ★
4,636
Engagement Signals
FORKS
554
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 4,446 / 4,446 (DIVERSITY 1.00)
Why This Is A Finding
maziyarpanahi/openmed собрал 4,446 звёзд за окно, тогда как у автора всего 1,105 подписчиков — эффективная аудитория ≈ 1,569. Это даёт surprise-индекс 0.0154 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 28% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY24.703.29+21.41ABOVE 94%
RETENTION11.9%11.3%+0.6 PPABOVE 52%
FORKS55499+455ABOVE 89%
SURPRISE0.020.01+0.00ABOVE 63%