FINDING #8374 · UNIT ID 1166412094
ZJU4HealthCare/Foundations-of-Medical-LLMs
Foundations of Medical Large Language Model Learning
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
14% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
9.87
ACCEL
+0.06
RETENTION
60.4%
PEAK 2026-08-03 · FORK-RETENTION 87.0% · 296 STARS / WINDOW
Author Audience
AUDIENCE
1,364
FOLLOWERS
287
OWNER ★
3,950
Engagement Signals
FORKS
351
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 296 / 296 (DIVERSITY 1.00)
Why This Is A Finding
ZJU4HealthCare/Foundations-of-Medical-LLMs собрал 296 звёзд за окно, тогда как у автора всего 287 подписчиков — эффективная аудитория ≈ 1,364. Это даёт surprise-индекс 0.00703 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 87.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 13% OF 9593 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9593 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 13%
VELOCITY9.873.63+6.23ABOVE 79%
RETENTION60.4%25.0%+35.4 PPABOVE 96%
FORKS351117+234ABOVE 76%
SURPRISE0.010.01-0.00ABOVE 47%