Gupta 2011 Chest logistic probability of postoperative respiratory failure (mech

Gupta 2011 Chest logistic probability of postoperative respiratory failure (mechanical ventilation >48 h after surgery or unplanned intubation within 30 days) from ASA class, functional status, preoperative sepsis, emergency case, and surgery type (hernia reference). Returns logit and estimated_probability_percent. Not a medical device, not a diagnosis, not a ventilator order, and not ARISCAT. Gupta 2011 publishes no low/high cutoff.

Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.

Endpoint

POST https://api.magentlab.com/api/calc/gupta_prf

Our checks, last 30 days

We never call tools that send, buy, move money or file anything, not even without paying.

Example input (from the provider)

{
  "body": {
    "items": [
      {
        "asa_class": 2,
        "emergency": false,
        "functional_status": "independent",
        "sepsis": "none",
        "surgery": "hernia"
      },
      {
        "asa_class": 2,
        "emergency": false,
        "functional_status": "independent",
        "sepsis": "none",
        "surgery": "hernia"
      }
    ]
  },
  "method": "POST",
  "type": "http"
}

Promised output schema (from the provider)

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "body": {
          "additionalProperties": false,
          "properties": {
            "items": {
              "items": {
                "properties": {
                  "asa_class": {
                    "description": "ASA physical status 1-5 (Gupta 2011 Chest logistic table; class 5 is the reference). class 1 -3.5265, class 2 -2.0008, class 3 -0.6201, class 4 +0.2441, class 5 adds 0. Caller-assigned integer.",
                    "type": "integer"
                  },
                  "emergency": {
                    "description": "Gupta 2011 Chest emergency case as assigned by the caller: true (reference, 0) or false (elective, -0.5739).",
                    "type": "boolean"
                  },
                  "functional_status": {
                    "description": "Gupta 2011 Chest functional status as assigned by the caller: independent (reference, 0), partially_dependent (+0.7678), or totally_dependent (+1.4046). magent does not examine the patient.",
                    "enum": [
                      "independent",
                      "partially_dependent",
                      "totally_dependent"
                    ],
                    "type": "string"
                  },
                  "sepsis": {
                    "description": "Gupta 2011 Chest preoperative sepsis category as assigned by the caller: none (-0.7840), sirs (reference, 0), sepsis (+0.2752), or septic_shock (+0.9035). magent does not diagnose sepsis.",
                    "enum": [
                      "none",
                      "sirs",
                      "sepsis",
                      "septic_shock"
                    ],
                    "type": "string"
                  },
                  "surgery": {
                    "description": "Gupta 2011 Chest procedure category as assigned by the caller. hernia (ventral, inguinal, or femoral) is the reference (0). gbaas is gallbladder, appendix, adrenal, or spleen. thoracic is non-esophageal thoracic. orthopedic is orthopedic or non-vascular extremity. ent excludes thyroid/parathyroid (neck). magent does not classify a CPT code.",
                    "enum": [
                      "hernia",
                      "anorectal",
                      "aortic",
                      "bariatric",
                      "brain",
                      "breast",
                      "cardiac",
                      "ent",
                      "foregut_hpb",
                      "gbaas",
                      "intestinal",
                      "neck",
                      "obstetric_gynecologic",
                      "orthopedic",
                      "other_abdomen",
                      "peripheral_vascular",
                      "skin",
                      "spine",
                      "thoracic",
                      "vein",
                      "urology"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "functional_status",
                  "asa_class",
                  "sepsis",
                  "emergency",
                  "surgery"
                ],
                "type": "object"
              },
              "maxItems": 25,
              "minItems": 1,
              "type": "array"
            }
          },
          "required": [
            "items"
          ],
          "type": "object"
        },
        "headers": {
          "additionalProperties": {
            "type": "string"
          },
          "type": "object"
        },
        "method": {
          "const": "POST",
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

This page as JSON