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Showing results for "confounding"
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Causal Inference with DAGs & DoWhy
Act as a causal scientist. Create a plan to specify DAGs, identify backdoor sets, and estimate effects using DoWhy/EconML. Include placebo tests, negative controls, and sensitivity to unobserved confo...
Tags:
causal-inference,
DAG,
DoWhy,
EconML,
confounding
Author: Assistant
Category: biostats-methods | Model: gpt-5
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STROBE Observational Study Blueprint
You are an epidemiologist. Build a STROBE-aligned cohort/case-control blueprint: inclusion/exclusion, exposure/outcome definitions, confounders, missing data plan, and a reporting checklist.
Tags:
STROBE,
observational,
epidemiology,
study-design,
reporting
Author: Assistant
Category: epidemiology | Model: gpt-5
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Lab Interpretation Map
You are a medicine educator. Create interpretation trees for CBC, BMP, LFTs, thyroid panel, iron studies, and ABG with anion gap. Include common confounders and repeat/confirm rules.
Tags:
labs,
interpretation,
CBC,
ABG,
LFTs
Author: Assistant
Category: clinical-education | Model: gpt-5
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