| """Typed data contracts and strict, transparent validation.""" | |
| from __future__ import annotations | |
| from dataclasses import asdict, dataclass, field | |
| from typing import Literal | |
| Stance = Literal["supports", "contradicts", "mixed", "inconclusive"] | |
| class Paper: | |
| paper_id: str | |
| title: str | |
| year: str | |
| authors: str | |
| abstract: str | |
| url: str | |
| doi: str = "" | |
| source: str = "Europe PMC" | |
| synthetic: bool = False | |
| class Claim: | |
| paper_id: str | |
| claim_key: str | |
| stance: Stance | |
| statement: str | |
| limitation: str | |
| evidence_quote: str = "" | |
| passage_matched: bool = False | |
| class Audit: | |
| verified_claims: list[Claim] = field(default_factory=list) | |
| rejected_claims: list[dict] = field(default_factory=list) | |
| conflicts: list[dict] = field(default_factory=list) | |
| warnings: list[str] = field(default_factory=list) | |
| def as_dict(self) -> dict: | |
| return asdict(self) | |
| class Run: | |
| question: str | |
| mode: str | |
| model: str | |
| papers: list[Paper] | |
| audit: Audit | |
| hypotheses: list[dict] | |
| skeptic: dict | |
| log: list[dict] | |
| plan: dict | None = None | |
| review: dict | None = None | |
| evaluation: dict | None = None | |
| backend: str = "none" | |
| inference: dict | None = None | |
| evidence_graph: dict | None = None | |
| def as_dict(self) -> dict: | |
| return asdict(self) | |