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医疗报告结构与来源检查

整理病例、诊断、试验和研究报告的文档结构,使用本地检查工具核对来源事实与报告字段,结果供专业人员审阅。

开源精选医疗业务39 个文件50,135 Stars浏览次数 2K-Dense-AI/scientific-agent-skills MIT版本 a1043ef
开始使用

适用环境:Requires Python 3.11+ for optional dependency-free local scripts. No credentials or network needed for data processing; network access is needed only to review current public guidance.

输入资料
获准使用且符合原文范围的资料 经过核查的来源事实与报告类型 阅读本节完整说明
交付内容
结构化报告草稿 来源与文档检查记录 阅读本节完整说明
  1. 获取完整包,保留配套文件的目录结构。
  2. 按照原文准备所需工具、依赖与输入资料。
  3. 阅读对应使用步骤与输入输出说明,在自己的环境中验证结果。

使用提示摘自原文,配套文件保留来源版本;实际运行条件以各包说明为准。

正文

获取原文件

references/professional_review.md

Accountability

Automation may organize verified facts but cannot assume professional accountability. A named, qualified human must review each domain and take responsibility in the authorized system.

The ICMJE Recommendations, updated January 2026, retain four authorship criteria: substantive contribution; drafting or critical review; final approval; and accountability for accuracy and integrity. Writing assistance alone does not confer authorship. An AI system cannot be an author or approve a manuscript. Under the January 2026 recommendations, disclose the tool and purpose of AI assistance in the appropriate manuscript section and at submission according to the journal’s policy; accountable humans verify accuracy, attribution, and confidentiality. A skill/software citation does not replace that disclosure.

Research ethics

The World Medical Association states that the 2024 Declaration of Helsinki is the current official version. It applies to medical research involving human participants, including identifiable material or data, and emphasizes:

  • participant rights and interests over research goals;
  • privacy and confidentiality;
  • scientific validity and a documented protocol;
  • independent research-ethics review;
  • informed consent;
  • transparency and reporting.

This skill neither performs ethics review nor determines whether an activity is research, exempt, or authorized.

Clinical-record confidentiality

AMA Code of Medical Ethics Opinion 3.3.2 states that information recorded in patient care is confidential regardless of form and identifies access restriction, audit capability, security/integrity, retrieval, sharing, third-party access, and disposition as responsibilities for electronic records.

Use institution-controlled systems for real clinical records. Local draft manifests should contain source locators and hashes rather than PHI.

Required reviewers by artifact

Domain Reviewer responsibility
Clinical case facts Qualified clinician verifies facts, uncertainty, chronology, and interpretation
Radiology Qualified radiologist authors findings/impression and communication status
Pathology Qualified pathologist selects protocol/version and authors diagnosis
Laboratory Authorized laboratory professional verifies released result, method, status, and corrections
Statistics Qualified statistician verifies analysis set, estimand, method, denominator, missingness, and output
Safety Qualified safety professional verifies coding, seriousness, severity, causality, expectedness, and reportability
Privacy/legal Authorized reviewer verifies data use, consent/authorization, disclosure, de-identification method, and jurisdiction
Regulatory Qualified professional verifies adopted guidance, regional requirements, format, and submission process
Publication All accountable authors verify content and current journal instructions

Review record

Record:

  • reviewer role, not a fabricated name;
  • scope reviewed;
  • source version and data cut;
  • unresolved conflicts and limitations;
  • review date;
  • decision in the authorized workflow;
  • reference to the real sign-off record.

Do not place a signature, license number, direct contact detail, or copied approval document in a synthetic asset.

Prohibited claims

Never state that a script or checklist proves:

  • clinical correctness;
  • HIPAA compliance or de-identification;
  • GCP compliance;
  • CARE, CONSORT, SPIRIT, ICH, ACR, CAP, or CLIA compliance;
  • ethics approval or informed consent;
  • regulatory reportability;
  • readiness for signature, filing, publication, or submission.

Permitted script language is limited to structural findings such as BLOCKED, STRUCTURE_COMPLETE_REVIEW_REQUIRED, or PROCESS_DOCUMENTED_REVIEW_REQUIRED.

Corrections and conflicts

  • Never overwrite a source fact.
  • Keep original and corrected versions linked.
  • Expose conflicting sources and stop dependent claims.
  • Require the responsible reviewer to resolve conflicts in the authorized system.
  • Re-run structural and consistency checks after any correction.

No local script signs, timestamps an approval, files, transmits, or submits an artifact.

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