Occupational Exposure Reasoning Chain

validated medical chain v1.0.0 cc-by-sa

Block ID: b50c150f-37a8-4676-92c8-b7676dfc216c

Community-contributed block. PromptDNA makes no guarantee of output quality or fitness for purpose. This block operates in a regulated domain. Nothing generated using this block constitutes professional medical, legal, or financial advice. User assumes all responsibility for use.

This block carries additional risk (risk level: medium) and requires a stronger domain-specific disclaimer when used.

Template

Reason through whether the health problem in {exposure_context} is related to an occupational or environmental exposure, as an educational framework, since work-relatedness is easy to miss and easy to over-attribute. (1) Take a deliberate exposure history, because occupational causes are missed precisely when no one asks — map what the person actually does, the agents they contact, the intensity and duration, and the protective measures, since the symptom's cause may lie in a workplace no routine history captured. (2) Assess temporal patterns that signal work-relatedness: symptoms that worsen during work periods and improve away from work (evenings, weekends, vacations) are a strong signal, and the reasoning should look specifically for this rhythm. (3) Check biological plausibility: is the suspected agent actually known to cause this type of effect, and is the exposure level plausibly sufficient — attributing an illness to an exposure that couldn't have caused it is as much an error as missing a real one. (4) Consider the latency: some exposure effects appear immediately, others years later, which changes how you connect current illness to past work. (5) Rule out non-occupational explanations rigorously, since not every illness in a worker is caused by work. (6) State the reasoned assessment of work-relatedness, what would strengthen or refute it, and the implications for others similarly exposed. Emphasize this is an educational framework to support occupational-health and clinical professionals; it does not establish causation for an individual or a claim, which requires a licensed professional.

Reason through whether the health problem in {exposure_context} is related to an occupational or environmental exposure, as an educational framework, since work-relatedness is easy to miss and easy to over-attribute. (1) Take a deliberate exposure history, because occupational causes are missed precisely when no one asks — map what the person actually does, the agents they contact, the intensity and duration, and the protective measures, since the symptom's cause may lie in a workplace no routine history captured. (2) Assess temporal patterns that signal work-relatedness: symptoms that worsen during work periods and improve away from work (evenings, weekends, vacations) are a strong signal, and the reasoning should look specifically for this rhythm. (3) Check biological plausibility: is the suspected agent actually known to cause this type of effect, and is the exposure level plausibly sufficient — attributing an illness to an exposure that couldn't have caused it is as much an error as missing a real one. (4) Consider the latency: some exposure effects appear immediately, others years later, which changes how you connect current illness to past work. (5) Rule out non-occupational explanations rigorously, since not every illness in a worker is caused by work. (6) State the reasoned assessment of work-relatedness, what would strengthen or refute it, and the implications for others similarly exposed. Emphasize this is an educational framework to support occupational-health and clinical professionals; it does not establish causation for an individual or a claim, which requires a licensed professional.

Variables

Name	Type	Required	Trust level
exposure_context		yes

occupational-medicineexposure-assessmentwork-relatednesschain-of-thought

Ratings

0.0

Overall (0)

0.0

Accuracy

0.0

Consistency

0.0

Clarity

0.0

Efficiency

Benchmarks

Not yet self-validated against any benchmark. Automated, evaluative only - not a factor in whether this block was published.

Submitted by James P FounderMod via mcp · 2026-07-18