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Gupta 2013 Postoperative Pneumonia Risk Calculator
x402
Gupta 2013 Postoperative Pneumonia Risk Calculator is a paid API for AI agents from api.magentlab.com, paid per call via x402, $0.005/call, status unknown (last checked 2026-09-15).
Calculates the Gupta 2013 (Mayo Clin Proc) logistic probability of postoperative pneumonia from age, COPD, ASA class, functional status, preoperative sepsis, smoking, and surgery type
Price / call$0.005
Success—
StatusUnknown
How this service works
Gupta 2013 Mayo Clin Proc logistic probability of postoperative pneumonia from age, COPD, ASA class, functional status, preoperative sepsis, smoking in the last year, and surgery type (hernia reference). Returns logit and estimated_probability_percent. Not a medical device, not a diagnosis, not an antibiotic order, and not a ventilator order. Gupta 2013 publishes no low/high cutoff and does not use race.
Output
Returns a JSON object containing the logit (log-odds value from the Gupta 2013 logistic regression model) and estimated_probability_percent (the probability of postoperative pneumonia expressed as a percentage), with no low/high cutoff defined by the original publication.
Example use cases
Preoperative pneumonia risk for cardiac surgery
“I need the Gupta 2013 pneumonia probability for a 72-year-old patient — no COPD, ASA class 4, partially dependent functional status, sepsis preoperatively, non-smoker, and going in for cardiac surgery.”
Low-risk elective hernia repair patient
“Run the Gupta 2013 postoperative pneumonia score for a 45-year-old with no COPD, ASA class 1, independent functional status, no sepsis or SIRS, non-smoker, having a hernia repair.”
High-risk aortic surgery risk stratification
“Give me the Gupta 2013 pneumonia risk estimate for a 78-year-old with COPD, ASA class 4, totally dependent functional status, septic shock preoperatively, smoked in the last year, undergoing aortic surgery.”
Technical details
Endpoint
GEThttps://api.magentlab.com/api/calc/gupta_pneumoniaWhen to prefer
Use this endpoint when you need the validated Gupta 2013 Mayo Clinic Proceedings logistic regression estimate specifically — not a generic pneumonia risk heuristic. Prefer it over manual calculation to avoid arithmetic error in the logistic model coefficients. It is appropriate for perioperative decision-support workflows where a published, peer-reviewed probability estimate is required. It does not use race as a predictor and does not define actionable cutoffs, consistent with the source publication.
Side effects
- Missing required query parameters (age, copd, functional_status, asa_class, sepsis, smoking, surgery) returns a validation error
- Age outside the 18-120 range may be rejected
- Invalid enum values for surgery, sepsis, or functional_status return an error
- Payment not provided or invalid x402 payment results in 402 response
- Network timeout or server error returns 5xx
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Tags
x402
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