Calc Vacs 2
by magent in Other
Tate 2019 VACS Index 2.0 (not 1.0): age, CD4, HIV-1 RNA, hemoglobin, caller-assigned FIB-4 and eGFR, hepatitis C, albumin, WBC, and BMI. Appendix Table 1 polynomials. Score scaled so the median profile is 44. Not a 5-year percent (no published S0). magent does not compute FIB-4 or eGFR and does not assign HIV status.
https://api.magentlab.com/api/calc/vacs_2- Price
- $0.007
- per call in USDC
- Uptime
- 100%
- last 30 days
- Response time
- 233 ms
- 717 ms slowest 5%
- Last check
- Passed
- 3 h ago, next any minute now
Reliability
Status and outage history · Atom feed · Watch with other listings
How to call it
POST https://api.magentlab.com/api/calc/vacs_2
Each call costs $0.007 in USDC on Base, paid with the request over x402.
Run a free test callOne unpaid request, the way an agent sends it. You see the payment challenge it gets back. Nothing is charged.
Example request
From the listing.
POST https://api.magentlab.com/api/calc/vacs_2
content-type: application/json
{
"items": [
{
"age": 40,
"albumin_g_dl": 4.2,
"bmi_kg_m2": 26,
"cd4_cells_mm3": 600,
"egfr_ml_min_1_73m2": 100,
"fib4": 1,
"hemoglobin_g_dl": 15,
"hepatitis_c": false,
"hiv_rna_copies_ml": 50,
"wbc_10e9_l": 6
},
{
"age": 40,
"albumin_g_dl": 4.2,
"bmi_kg_m2": 26,
"cd4_cells_mm3": 600,
"egfr_ml_min_1_73m2": 100,
"fib4": 1,
"hemoglobin_g_dl": 15,
"hepatitis_c": false,
"hiv_rna_copies_ml": 50,
"wbc_10e9_l": 6
}
]
}Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
items | array of object | Yes |
Example response
The provider's example. We can't check it without paying. Shortened for display.
Example response, 56 lines
{
"count": 2,
"items": [
{
"age": 40,
"albumin_g_dl": 4.2,
"bmi_kg_m2": 26,
"cd4_cells_mm3": 600,
"citation": {
"authors": "Tate JP, Sterne JAC, Justice AC; Veterans Aging Cohort Study (VACS) and the Antiretroviral Therapy Cohort Collaboration (ART-CC)",
"doi": "10.1097/QAD.0000000000002140",
"id": "tate-2019-vacs-2",
"pmid": "30649088",
"source": "AIDS. 2019;33(5):903-912",
"title": "Albumin, white blood cell count, and body mass index improve discrimination of mortality in HIV-positive individuals"
},
"disclaimer": "Not a medical device. Deterministic published-formula or published-code output for autonomous agents. A licensed clinician remains responsible for patient care and billing submissions.",
"egfr_ml_min_1_73m2": 100,
"fib4": 1,
"formula": "vacs_2",
"formula_expression": "lp = age_poly + cd4_poly + rna_poly + hb_poly + fib4_poly + egfr_spline + hcv + alb_poly + wbc_poly + bmi_poly; score = round(44 + 20*(lp - lp_median)); lp_median is Appendix Table 2 median profile (age 52, CD4 435, log10 HIV-1 RNA 1.7, Hb 14, FIB-4 1.34, eGFR 90, HCV no, albumin 4, WBC 5.5, BMI 25.3); age censored 30-75, X=(age-50)/5, PE 0.056/-0.004/0.005; CD4 censored 0-1000 as ln(max(1000-CD4, 1)), PE -0.056/-0.153/0.024; HIV-1 RNA log10 copies censored 1.3-5.0, centered (logVL-2), PE 0.513/-0.422/0.098; hemoglobin censored 9-16, centered (hemoglobin-14), PE -0.134/0.026/0.005; FIB-4 censored 0.5-7.5, PE 0.220/-0.009; eGFR censored 0-180, X1=eGFR/10, X2=max(eGFR-35,0)/10, X3=max(eGFR-65,0)/10, X4=max(eGFR-115,0)/10, PE -0.031/-0.077/0.106/0.133; HCV yes 0.342; albumin censored 2-5, centered (albumin-4), PE -0.443/0.104/0.028; WBC 10^9/L censored 2.5-11, centered (WBC-5.5), PE 0.126/0.020/-0.004; BMI censored 15-35, centered (BMI-25), PE -0.055/0.004; Tate 2019 Appendix Table 1 mai…",
"hemoglobin_g_dl": 15,
"hepatitis_c": false,
"hiv_rna_copies_ml": 50,
"linear_predictor": -1.428513,
"score": 30,
"wbc_10e9_l": 6
},
{
"age": 40,
"albumin_g_dl": 4.2,
"bmi_kg_m2": 26,
"cd4_cells_mm3": 600,
"citation": {
"authors": "Tate JP, Sterne JAC, Justice AC; Veterans Aging Cohort Study (VACS) and the Antiretroviral Therapy Cohort Collaboration (ART-CC)",
"doi": "10.1097/QAD.0000000000002140",
"id": "tate-2019-vacs-2",
"pmid": "30649088",
"source": "AIDS. 2019;33(5):903-912",
"title": "Albumin, white blood cell count, and body mass index improve discrimination of mortality in HIV-positive individuals"
},
"disclaimer": "Not a medical device. Deterministic published-formula or published-code output for autonomous agents. A licensed clinician remains responsible for patient care and billing submissions.",
"egfr_ml_min_1_73m2": 100,
"fib4": 1,
"formula": "vacs_2",
"formula_expression": "lp = age_poly + cd4_poly + rna_poly + hb_poly + fib4_poly + egfr_spline + hcv + alb_poly + wbc_poly + bmi_poly; score = round(44 + 20*(lp - lp_median)); lp_median is Appendix Table 2 median profile (age 52, CD4 435, log10 HIV-1 RNA 1.7, Hb 14, FIB-4 1.34, eGFR 90, HCV no, albumin 4, WBC 5.5, BMI 25.3); age censored 30-75, X=(age-50)/5, PE 0.056/-0.004/0.005; CD4 censored 0-1000 as ln(max(1000-CD4, 1)), PE -0.056/-0.153/0.024; HIV-1 RNA log10 copies censored 1.3-5.0, centered (logVL-2), PE 0.513/-0.422/0.098; hemoglobin censored 9-16, centered (hemoglobin-14), PE -0.134/0.026/0.005; FIB-4 censored 0.5-7.5, PE 0.220/-0.009; eGFR censored 0-180, X1=eGFR/10, X2=max(eGFR-35,0)/10, X3=max(eGFR-65,0)/10, X4=max(eGFR-115,0)/10, PE -0.031/-0.077/0.106/0.133; HCV yes 0.342; albumin censored 2-5, centered (albumin-4), PE -0.443/0.104/0.028; WBC 10^9/L censored 2.5-11, centered (WBC-5.5), PE 0.126/0.020/-0.004; BMI censored 15-35, centered (BMI-25), PE -0.055/0.004; Tate 2019 Appendix Table 1 mai…",
"hemoglobin_g_dl": 15,
"hepatitis_c": false,
"hiv_rna_copies_ml": 50,
"linear_predictor": -1.428513,
"score": 30,
"wbc_10e9_l": 6
}
],
"path": "/api/calc/vacs_2"
}Call it from code
The curl command shows the payment challenge. The JavaScript and Python versions pay and call, and never pay more than $0.007.
curl: see the payment challenge
# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i -X POST 'https://api.magentlab.com/api/calc/vacs_2' \
-H 'content-type: application/json' \
--data-raw '{"items":[{"age":40,"albumin_g_dl":4.2,"bmi_kg_m2":26,"cd4_cells_mm3":600,"egfr_ml_min_1_73m2":100,"fib4":1,"hemoglobin_g_dl":15,"hepatitis_c":false,"hiv_rna_copies_ml":50,"wbc_10e9_l":6},{"age":40,"albumin_g_dl":4.2,"bmi_kg_m2":26,"cd4_cells_mm3":600,"egfr_ml_min_1_73m2":100,"fib4":1,"hemoglobin_g_dl":15,"hepatitis_c":false,"hiv_rna_copies_ml":50,"wbc_10e9_l":6}]}'
# x402 v2 sends the challenge base64-encoded in the PAYMENT-REQUIRED header (v1 sends it in the body).
# To read the header:
curl -sS -g -o /dev/null -D - -X POST 'https://api.magentlab.com/api/calc/vacs_2' \
-H 'content-type: application/json' \
--data-raw '{"items":[{"age":40,"albumin_g_dl":4.2,"bmi_kg_m2":26,"cd4_cells_mm3":600,"egfr_ml_min_1_73m2":100,"fib4":1,"hemoglobin_g_dl":15,"hepatitis_c":false,"hiv_rna_copies_ml":50,"wbc_10e9_l":6},{"age":40,"albumin_g_dl":4.2,"bmi_kg_m2":26,"cd4_cells_mm3":600,"egfr_ml_min_1_73m2":100,"fib4":1,"hemoglobin_g_dl":15,"hepatitis_c":false,"hiv_rna_copies_ml":50,"wbc_10e9_l":6}]}' \
| grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decodeJavaScript: pay and call
// npm i @x402/fetch @x402/evm viem
import { wrapFetchWithPayment, x402Client } from "@x402/fetch";
import { registerExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";
// Pays at most $0.007 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.007" });
registerExactEvmScheme(client, { signer: privateKeyToAccount(process.env.EVM_PRIVATE_KEY) });
const pay = wrapFetchWithPayment(fetch, client);
// Not sure it's safe to pay? ToolVet checks it first for $0.005. Pay for that from a separate
// client: this one is capped at $0.007 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fapi.magentlab.com%2Fapi%2Fcalc%2Fvacs_2&method=POST
const res = await pay("https://api.magentlab.com/api/calc/vacs_2", {
method: "POST",
headers: { "content-type": "application/json" },
body: JSON.stringify({
"items": [
{
"age": 40,
"albumin_g_dl": 4.2,
"bmi_kg_m2": 26,
"cd4_cells_mm3": 600,
"egfr_ml_min_1_73m2": 100,
"fib4": 1,
"hemoglobin_g_dl": 15,
"hepatitis_c": false,
"hiv_rna_copies_ml": 50,
"wbc_10e9_l": 6
},
{
"age": 40,
"albumin_g_dl": 4.2,
"bmi_kg_m2": 26,
"cd4_cells_mm3": 600,
"egfr_ml_min_1_73m2": 100,
"fib4": 1,
"hemoglobin_g_dl": 15,
"hepatitis_c": false,
"hiv_rna_copies_ml": 50,
"wbc_10e9_l": 6
}
]
}),
});
console.log(res.status, await res.text());Python: pay and call
# pip install "x402[requests,evm]"
import os
from eth_account import Account
from x402 import x402ClientSync
from x402.http.clients import x402_requests
from x402.mechanisms.evm import EthAccountSigner
from x402.mechanisms.evm.exact.register import register_exact_evm_client
# Pays at most $0.007 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.007"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))
with x402_requests(client) as session:
res = session.post(
"https://api.magentlab.com/api/calc/vacs_2",
json={
"items": [
{
"age": 40,
"albumin_g_dl": 4.2,
"bmi_kg_m2": 26,
"cd4_cells_mm3": 600,
"egfr_ml_min_1_73m2": 100,
"fib4": 1,
"hemoglobin_g_dl": 15,
"hepatitis_c": False,
"hiv_rna_copies_ml": 50,
"wbc_10e9_l": 6,
},
{
"age": 40,
"albumin_g_dl": 4.2,
"bmi_kg_m2": 26,
"cd4_cells_mm3": 600,
"egfr_ml_min_1_73m2": 100,
"fib4": 1,
"hemoglobin_g_dl": 15,
"hepatitis_c": False,
"hiv_rna_copies_ml": 50,
"wbc_10e9_l": 6,
},
],
},
)
print(res.status_code, res.text)Security scan
1 finding
- Charges more than its listed price in payment
Listed at $0.005, charges $0.007
Recent checks
| When | Result | HTTP | Time | Price |
|---|---|---|---|---|
| 3 h ago | Passed | 402 | 282 ms | $0.007 |
| 8 h ago | Passed | 402 | 531 ms | $0.007 |
| 13 h ago | Passed | 402 | 304 ms | $0.007 |
| 17 h ago | Passed | 402 | 320 ms | $0.007 |
| 22 h ago | Passed | 402 | 154 ms | $0.007 |
Show 10 older checks
| 26 h ago | Passed | 402 | 438 ms | $0.007 |
| 31 h ago | Passed | 402 | 237 ms | $0.007 |
| 34 h ago | Passed | 402 | 381 ms | $0.007 |
| 39 h ago | Passed | 402 | 371 ms | $0.007 |
| 43 h ago | Passed | 402 | 138 ms | $0.007 |
| 47 h ago | Passed | 402 | 289 ms | $0.007 |
| 2 days ago | Passed | 402 | 384 ms | $0.007 |
| 2 days ago | Passed | 402 | 143 ms | $0.007 |
| 3 days ago | Passed | 402 | 234 ms | $0.007 |
| 3 days ago | Passed | 402 | 399 ms | $0.007 |
History
| 11 Oct 2026 | Price changed from $0.005 to $0.007 |