AI-Native Scoping Reviews & Evidence Mapping

Personalized healthcare is no longer just a promise of precision medicine — this review shows where it is already becoming clinically real, from AI prediction and pharmacogenomics to wearable monitoring and tailored care pathways. Across more than 1,300 original studies, the paper maps which personalized strategies are truly improving diagnosis, chronic disease control, and care delivery — and where the field still risks failing on fairness, infrastructure, and real-world implementation.

This paper shows that coffee is not simply “good” or “bad” for health: moderate intake is repeatedly linked with lower risks of stroke, dementia, diabetes, and death, while higher intake and certain coffee types can also carry harm signals. Read the full paper to see where the benefits look most convincing, where the evidence becomes conflicting, and which patients may need more caution than the usual “2–3 cups a day” message suggests.

The aim of this paper is to systematically review and synthesize the available evidence on the health effects, both beneficial and adverse, of sauna bathing in human populations, identifying key findings, clinical implications, and future research directions. The review utilises 519 original studies with 541510 total participants (topic deduplicated ΣN). Across the mapped evidence, frequent sauna bathing shows a consistent signal of lower major cardiometabolic and neurological risk, including associations such as a 37% lower risk of sudden cardiac death with 4–7 sessions/week versus 1 session/…

E-cigarettes may reduce selected harms when they fully replace combustible tobacco, but this evidence map shows why they cannot be treated as harmless nicotine products. The full SAIMSARA evidence map gives human- and machine-readable access to 123 references, clarifying substitution benefits, dual-use risks, youth uptake, toxicology, vascular and airway effects, pregnancy signals, and regulatory implications.

Prostitution is not a single behavior but a public-health risk context where trauma, violence, substance use, infectious disease, stigma, and legal environment repeatedly intersect across 633 original studies and 3.76M topic-deduplicated participants. The full SAIMSARA evidence map gives both human-readable synthesis and machine-readable JSON for LLMs, tracing where harm concentrates, which interventions show measurable benefit, and where policy, clinical care, and exit-support models still need stronger evidence.