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      "result": "Doll-Hill hospital-based case-control study reported a strong smoking/lung carcinoma association; early case-control design, later complemented by prospective evidence.",
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  "conclusion": "No grade change: Θ for sustained smoking as a major initiating cause of human lung carcinoma, with never-smoker cases bounding necessity and most smokers not developing the disease bounding sufficiency. Fresh search/fetch is retrospective, not historical service-use evidence.",
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    "hsef_level": "Θ",
    "hsef_descriptor": "High predictive accuracy, minimal unresolved exceptions",
    "confidence": "High",
    "confidence_rationale": "The evidence base spans dozens of independent populations over seven decades, multiple assay modalities (cohort, case-control, human tumour genomics, biochemistry, animal carcinogenicity), and extensive independent replication. Confidence reflects that density and reproducibility, not certainty about a contested point.",
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    "rationale": "The central claim is a population-level causal-initiation claim, carried by SC1 at Theta. Under the prescribed scope-matched rule the overall equals SC1 (Theta); primary-subclaim agrees, and weakest-link would return Zeta only because the mechanistic subclaim SC3 is deliberately held at Zeta for partial co-dependence of its human molecular lines. Theta is warranted: exposure-response across independent populations, incidence decline after cessation, a dose-scaled carcinogen mutational signature in tumours, and animal carcinogenicity converge, each excluding a different confounder, and the framework and cancer rubric name this exposure-carcinoma pair as a top-of-ladder calibration case. Omega is blocked because smoking is neither necessary (never-smoker cancers, EGFR-mutant subset) nor sufficient (most smokers never develop lung cancer)."
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