Skip to content
cccskills
FreePublished on GitHub

es-initiate-cgm-vs-none-inpatient-high-risk

Suggests initiating inpatient CGM for select diabetic patients at high risk for hypoglycemia based on Table 3 criteria. Triggers include "Should I initiate CGM for this hospitalized diabetic patient at high risk for hypoglycemia?" or "Is inpatient CGM warranted for this patient?"

The English summary is being prepared. Showing the original description.

Run score Not tested

See how to install

Files included (1)

  • SKILL.md3.7 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Initiate CGM vs No CGM for High-Risk Inpatients

STEP 1 — Gather Information

Collect diabetes type, current insulin or sulfonylurea use, and assess for high-risk hypoglycemia factors per Table 3: impaired awareness of hypoglycemia; age ≥65 years; BMI ≤27 kg/m²; type 1 diabetes; high-dose steroids (or tapering); parenteral or enteral nutrition; isolation for contagious disease (e.g., COVID-19); CKD stages 3-5 or liver disease; comorbid conditions increasing hypoglycemia risk (history of cerebrovascular accident, active malignancy, CHF, pancreatic disorders, infection); history of preadmission hypoglycemia or hypoglycemia during current admission.

STEP 2 — Rule In / Rule Out

Is the patient diabetic (type 1 or 2) and does he/she have ≥1 high-risk factor from Table 3?

  • Yes → Proceed to Step 3.
  • No → Do not initiate inpatient CGM; continue standard point-of-care glucose monitoring.

STEP 3 — Classify or Stratify

Evaluate readiness for CGM implementation per Table 4: staff engagement/training, patient education on device use and alert response, device procurement (sensors, transmitters, receivers), expertise in CGM technology, oversight and guidance for CGM use, integration of CGM data with hospital EHR, clarity of responsibility for interpreting and acting on CGM data.

  • All elements available → Proceed to Step 4.
  • Any element missing → Address gaps (e.g., arrange training, secure devices) before initiation; if not feasible, defer CGM and rely on standard monitoring.

STEP 4 — Decide

If patient is high-risk and resources are ready, initiate inpatient CGM using a hybrid approach: combine CGM with periodic point-of-care blood glucose (POC-BG) testing to validate CGM accuracy, especially during sensor warm-up and when symptoms do not match sensor readings. Continue SMBG for confirmation per guideline.
If patient is not high-risk or resources insufficient, do not initiate CGM; rely on standard POC-BG monitoring and consider other hypoglycemia prevention strategies.

Clinical Guardrails / Mimics / Pitfalls

CGM use in the inpatient setting is not FDA-approved (enforcement discretion only); always validate CGM with POC-BG before insulin adjustments. Avoid CGM in patients with hypotension, vasoconstriction, severe dehydration, edema/anasarca, DKA, or severe hyperglycemia, as interstitial glucose may be inaccurate. Be aware of substances that interfere with CGM (high-dose vitamin C >500 mg/day, hydroxyurea). Ensure sensor warm-up period is accounted for; do not rely solely on CGM for hypoglycemia detection without confirmatory SMBG.

Concrete Clinical Example

A 68-year-old woman with type 2 diabetes on basal-bolus insulin is admitted for COPD exacerbation. She reports a prior episode of severe hypoglycemia requiring assistance, has BMI 26 kg/m², no edema, and the ward has trained nursing staff and CGM devices available. She meets high-risk criteria (history of severe hypoglycemia, age ≥65, BMI ≤27). Resources per Table 4 are present. Initiate inpatient CGM with hybrid POC-BG validation.

Source: Management of Individuals With Diabetes at High Risk for Hypoglycemia: An Endocrine Society Clinical Practice Guideline, Endocrine Society, 2023, DOI: 10.1210/clinem/dgac596

TODO: consider adding scripts/calc.py for the es-initiate-cgm-vs-none-inpatient-high-risk calculator

Reviews

No reviews yet. Tell others what you thought.

Comments

No login needed. Share how it worked for you, ask a question, or note where it did not run.

No comments yet. Be the first to write one.

Comments are published right away. Do not include personal information such as email addresses or phone numbers. Up to 2 URLs.

0 / 1,000 characters

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

More skills from this repository

Guide pump setting adjustments for the MiniMed 780G system based on CareLink data, using Medtronic's 3-step follow-up workflow. Use when a clinician has CareLink data for a 780G patient and wants to know what to change — which setting, by how much, and how to program it. Triggers include: "what do I adjust", "how to fix high TIR", "how to reduce hypos", "adjust ICR/ISF/basal", "SmartGuard settings", "780G pump settings review", or any question about optimising 780G therapy after reviewing a download.

The English summary is being prepared. Showing the original description.

dromlakhani/MD2SKILL14Updated Oct 20, 2026

Performs corticotropin stimulation test to diagnose adrenal insufficiency when morning cortisol is indeterminate (3-15 µg/dL). Triggers include morning cortisol 3-15 µg/dL requiring further AI testing.

The English summary is being prepared. Showing the original description.

dromlakhani/MD2SKILL14Updated Oct 20, 2026

Administers immediate parenteral injection of 50–100 mg hydrocortisone for suspected adrenal crisis secondary to adrenal insufficiency. Triggers include hypotension, hypoglycemia, or acute illness in a patient with known adrenal insufficiency.

The English summary is being prepared. Showing the original description.

dromlakhani/MD2SKILL14Updated Oct 20, 2026

Clinicians educate adrenal insufficiency patients taking nondexamethasone glucocorticoids who initiate enzyme-inducing antiepileptic drugs about early signs of adrenal insufficiency. Trigger when an AI patient on nondexamethasone GC starts an enzyme-inducing AED such as phenytoin, carbamazepine, or oxcarbazepine.

The English summary is being prepared. Showing the original description.

dromlakhani/MD2SKILL14Updated Oct 20, 2026

In central hypothyroidism patients receiving levothyroxine who initiate enzyme‑inducing antiepileptic drugs, the guideline recommends checking free T4 at least 6 weeks after AED start and increasing the levothyroxine dose if free T4 falls below the target range. Triggers include: central hypothyroidism patient on levothyroxine starting antiepileptic drug such as phenytoin, carbamazepine, or oxcarbazepine.

The English summary is being prepared. Showing the original description.

dromlakhani/MD2SKILL14Updated Oct 20, 2026

Applies serum cortisol cutoffs (<3 μg/dL indicates central adrenal insufficiency; >15 μg/dL likely excludes it) when evaluating morning cortisol for suspected adrenal insufficiency. Triggers include morning cortisol measurement in suspected AI and use when interpreting morning cortisol levels for adrenal insufficiency workup.

The English summary is being prepared. Showing the original description.

dromlakhani/MD2SKILL14Updated Oct 20, 2026

See all skills by dromlakhani

Report a problem with this skill