Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

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clinical-research deep-research evidence-synthesis fastapi langgraph llm nlp prisma pubmed python risk-of-bias systematic-review
17 Open Issues Need Help Last updated: Sep 28, 2026

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documentation good first issue api

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review
good first issue observability

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review
good first issue loose end retrieval

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review
bug good first issue llm

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review
bug good first issue retrieval

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review
good first issue retrieval

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review
good first issue evaluation case-file

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review
help wanted evaluation

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review
help wanted retrieval discovery

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review
enhancement help wanted

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review
bug good first issue frontend

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review
good first issue dx

Automated evidence engine for clinical discovery & systematic review — 13-node LangGraph pipeline with PRISMA-aligned workflow, RoB2 assessment, verification gates, and multi-provider LLM support

Python
#clinical-research#deep-research#evidence-synthesis#fastapi#langgraph#llm#nlp#prisma#pubmed#python#risk-of-bias#systematic-review