No medical keyword detected: birthday celebration contains no health, mental health, or biology terms

The provided input appears to be a birthday wish message and does not contain any explicit health, mental health, medical, or biology-related keyword (for example, no terms such as anxiety, depression, insomnia, migraine, asthma, diabetes, infection, or substance use are present). Because the task requires using ONLY the extracted medical seed keyword to generate a factual 700-word medical explanation, there is insufficient information to determine a single, valid topic to cover.

In general, when analyzing short social-media snippets for medical relevance, the key requirement is the presence of a disease, symptom, disorder, physiologic process, or treatment-related term. In this case, the content is entirely non-clinical: it includes greetings, expressions of goodwill, and references to having fun and eating good food, but it does not reference any medical condition, diagnostic category, or symptom. While food can be discussed in a health context, the snippet does not mention diet for a condition, calories, nutrition therapy, or any specific restriction or symptom.

If you want a medical article generated from similar inputs, you can provide a second snippet that includes a clear medical term. For example, including phrases such as “anxiety,” “panic attacks,” “depression,” “ADHD,” “insomnia,” “headache,” “migraine,” “asthma,” “UTI,” or “diabetes” would allow the system to extract a seed keyword and produce the requested structured educational summary. The extracted seed should be directly tied to health or biology—ideally naming the condition or symptom as written.

Once a valid seed keyword is available, a comprehensive medical summary would typically include: (1) definition and clinical scope; (2) epidemiology and risk factors; (3) pathophysiology or mechanistic frameworks; (4) diagnostic criteria and differential diagnosis; (5) evidence-based treatment options (behavioral, pharmacologic, and supportive); (6) safety considerations and contraindications; (7) prognosis and when to seek urgent care; and (8) practical self-management strategies grounded in guidelines.

Because no seed keyword is present in the current input, generating an authoritative 700-word explanation would require guessing, which would violate the instruction to rely only on the extracted keyword. To comply fully, the correct action is to indicate that no qualifying medical seed term can be extracted from the message.

Source: @RainsMist1