# 解螺旋医学AI (@87060758494) on douyin

- id: koinon:creator:douyin_87060758494
- url: https://koinonlink.com/kol/douyin/87060758494
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 87060758494
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAWhjFobJFZRbYXZLvJMNUCsnCVW6j2J18W0p13zWkHQ6p4AwuoROXumwL6-F2_5Af
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 127696
- following: 26
- posts_total: 2138
- posts_observed: 2
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00154
- best_post_interactions: 197
- measurement_source: cn_posts_max
- measurement_formula: likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: 龙虾/OpenClaw医学AI工具安装配置, AI生成综述和SCI初稿, AI辅助文献检索与参考文献, 科研Skill与API使用, AI提效医学论文写作流程
- bio: AI颠覆医学科研写作方式
文献检索|文献阅读|
选题方向| 生信分析|
综述/SCI写作  | 基金标书|
医学专用AI 提效科研产出

## Audience (inferred)
- status: present
- description: medical researchers, physicians, and graduate students who primarily execute SCI paper writing, literature reviews, and bioinformatics analysis
- roles: automation
- seniority: practitioner
- pain_points: Writing literature reviews and SCI papers manually takes too long, Finding references and reducing AI detection flags is troublesome, Creating professional diagrams like mechanism figures is difficult, Summarizing literature readings is inefficient
- posts_analysed: 36
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: engagement_observed
- credibility_score: 76
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [douyin_87060758494#e6d6b362] 操作演示：龙虾和科研skill的安装&配置 #openclaw #科研skill (https://www.douyin.com/user/MS4wLjABAAAAWhjFobJFZRbYXZLvJMNUCsnCVW6j2J18W0p13zWkHQ6p4AwuoROXumwL6-F2_5Af)
- [douyin_87060758494#20b44d16] @解螺旋医学AI创作的原声
- [douyin_87060758494#b3521a58] 作者声明：个人观点，仅供参考
- [douyin_87060758494#611a4e35] #openclaw #科研skill
- [douyin_87060758494#a1f43f2d] 下载与安装
- [douyin_87060758494#9562be62] 模型与API
- [douyin_87060758494#ec9f630c] Skill
- [douyin_87060758494#c4d00e9d] 安装与分类

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=107, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=75, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=107, method=llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 9
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=douyin_87060758494
- Request removal: https://koinonlink.com/claim?k=douyin_87060758494
- Terms: https://koinonlink.com/for-ai