Hematology · LIVE
BALL score for relapsed-refractory CLL
BALL score
Sum the four Soumerai 2019 BALL flags for relapsed or refractory CLL and return score 0–4 with risk low (0–1), intermediate (2–3), or high (4).
Markdown: /docs/ball.md · Canonical: https://magentlab.com/docs/ball
Not a medical device. Not a diagnosis, dose, or listing recommendation.
What it computes
Sum the four Soumerai 2019 BALL flags for relapsed or refractory CLL and return score 0–4 with risk low (0–1), intermediate (2–3), or high (4).
When to use
When an agent already has caller-assigned Soumerai 2019 BALL flags and needs the published 0–4 total and risk band, not a CLL treatment recommendation, lab assay, or invented overall-survival percent.
When not to use
- Not a medical device and not a treatment recommendation. magent does not assay labs.
- b2m_ge_5 is a caller-assigned flag. The paper’s cutoff string is ≥5 mg/dL (Lancet Haematol 2019 abstract). Some later summaries print mg/L; magent does not convert mg/L versus mg/dL and does not assay β2-microglobulin.
- anemia is a caller-assigned flag using hemoglobin <110 g/L in women or <120 g/L in men. magent does not take a hemoglobin number or sex.
- ldh_gt_uln and last_therapy_lt_24mo are caller-assigned flags. magent does not assay LDH or read a treatment calendar.
Formula
BALL = b2m_ge_5 + ldh_gt_uln + anemia + last_therapy_lt_24mo; each 1; Soumerai 2019; max 4; low 0-1, intermediate 2-3, high 4
Citation
- Authors
- Soumerai JD, Ni A, Darif M, Londhe A, Xing G, Mun Y, et al.
- Source
- Lancet Haematol. 2019;6(7):e366-e374
Worked example
All flags false
Given:
anemia=falseb2m_ge_5=falselast_therapy_lt_24mo=falseldh_gt_uln=false
- b2m_ge_5, ldh_gt_uln, anemia, and last_therapy_lt_24mo are false
- score = 0 (max 4); risk = low
All four flags true
Given:
anemia=trueb2m_ge_5=truelast_therapy_lt_24mo=trueldh_gt_uln=true
- All four Soumerai 2019 flags true, 1 point each
- score = 4 (max 4); risk = high
Also searched as
- BALL score
- BALL CLL
- Soumerai BALL
- relapsed refractory CLL score
- BALL prognostic score
- beta-2-microglobulin CLL score
- R/R CLL BALL
Try
Opens the live endpoint. Unpaid browser requests show the paywall; agents should send Accept: application/json.
/api/calc/ball?b2m_ge_5=false&ldh_gt_uln=false&anemia=false&last_therapy_lt_24mo=false
Full URL: https://api.magentlab.com/api/calc/ball?b2m_ge_5=false&ldh_gt_uln=false&anemia=false&last_therapy_lt_24mo=false
Call
Expect HTTP 402 until you retry with PAYMENT-SIGNATURE. Incomplete query params
return HTTP 400 before any quote or charge.
curl -i -H "Accept: application/json" "https://api.magentlab.com/api/calc/ball?b2m_ge_5=false&ldh_gt_uln=false&anemia=false&last_therapy_lt_24mo=false"
Parameters
| Name | Type | Required | Description |
|---|---|---|---|
b2m_ge_5 |
boolean | required | Serum β2-microglobulin at or above the Soumerai 2019 published cutoff (≥5 mg/dL) as assigned by the caller. true or false. magent does not assay B2M and does not convert mg/L versus mg/dL. |
ldh_gt_uln |
boolean | required | Serum LDH above the laboratory upper limit of normal as assigned by the caller (Soumerai 2019). true or false. magent does not assay LDH. |
anemia |
boolean | required | Anemia as assigned by the caller using Soumerai 2019 hemoglobin cutoffs (hemoglobin <110 g/L in women or <120 g/L in men). true or false. magent does not take a hemoglobin number or sex and does not assay hemoglobin. |
last_therapy_lt_24mo |
boolean | required | Time from initiation of last therapy <24 months as assigned by the caller (Soumerai 2019). true or false. magent does not read a treatment calendar. |
Bulk (POST)
POST the same path with a JSON items array. The first item is the GET unit; each additional item is $0.002. Invalid items return HTTP 400 before settlement.
- 1 to 25 items. Each item uses the same keys as the GET query parameters.
- POST of 1 item costs the same as GET. Lists longer than 25: chunk into multiple POSTs. Extra items still execute; do not pad dummy rows.
- The first invalid item fails the whole request (index in the 400 JSON). You are not charged.
- HTTP 200 is {count, path, items}. Each items[i] is the GET 200 body for that row.
- Catalog misses (empty matches, found=false) stay paid 200s inside that slot.
- x402 resource URL is this path plus n and body_sha256. Browsers that prefer text/html get the same paywall as GET; Pay retries POST with the same items.
Example request (fixture)
{
"items": [
{
"anemia": "false",
"b2m_ge_5": "false",
"last_therapy_lt_24mo": "false",
"ldh_gt_uln": "false"
},
{
"anemia": "false",
"b2m_ge_5": "false",
"last_therapy_lt_24mo": "false",
"ldh_gt_uln": "false"
}
]
}
Opens a two-item fixture on the API host. Unpaid browsers get the same MetaMask paywall as GET; Pay retries POST with those items.
Example 200 (fixture)
{
"count": 2,
"path": "/api/calc/ball",
"items": [
{
"components": [
{
"factor": "b2m_ge_5",
"points": 0,
"present": false
},
{
"factor": "ldh_gt_uln",
"points": 0,
"present": false
},
{
"factor": "anemia",
"points": 0,
"present": false
},
{
"factor": "last_therapy_lt_24mo",
"points": 0,
"present": false
}
],
"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.",
"citation": {
"authors": "Soumerai JD, Ni A, Darif M, Londhe A, Xing G, Mun Y, et al.",
"doi": "10.1016/S2352-3026(19)30085-7",
"id": "soumerai-2019",
"pmid": "31109827",
"source": "Lancet Haematol. 2019;6(7):e366-e374",
"title": "Prognostic risk score for patients with relapsed or refractory chronic lymphocytic leukaemia treated with targeted therapies or chemoimmunotherapy: a retrospective, pooled cohort study with external validations"
},
"formula": "ball",
"formula_expression": "BALL = b2m_ge_5 + ldh_gt_uln + anemia + last_therapy_lt_24mo; each 1; Soumerai 2019; max 4; low 0-1, intermediate 2-3, high 4",
"max_score": 4,
"score": 0,
"risk": "low"
},
{
"components": [
{
"factor": "b2m_ge_5",
"points": 0,
"present": false
},
{
"factor": "ldh_gt_uln",
"points": 0,
"present": false
},
{
"factor": "anemia",
"points": 0,
"present": false
},
{
"factor": "last_therapy_lt_24mo",
"points": 0,
"present": false
}
],
"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.",
"citation": {
"authors": "Soumerai JD, Ni A, Darif M, Londhe A, Xing G, Mun Y, et al.",
"doi": "10.1016/S2352-3026(19)30085-7",
"id": "soumerai-2019",
"pmid": "31109827",
"source": "Lancet Haematol. 2019;6(7):e366-e374",
"title": "Prognostic risk score for patients with relapsed or refractory chronic lymphocytic leukaemia treated with targeted therapies or chemoimmunotherapy: a retrospective, pooled cohort study with external validations"
},
"formula": "ball",
"formula_expression": "BALL = b2m_ge_5 + ldh_gt_uln + anemia + last_therapy_lt_24mo; each 1; Soumerai 2019; max 4; low 0-1, intermediate 2-3, high 4",
"max_score": 4,
"score": 0,
"risk": "low"
}
]
}
Response
| Field | Type | Description |
|---|---|---|
formula |
string | ball |
formula_expression |
string | Exact expression used |
score |
integer | BALL points 0-4 |
max_score |
integer | Always 4 |
risk |
string | low when score is 0-1, intermediate when 2-3, high when 4 (Soumerai 2019). Not a treatment recommendation. Not overall-survival percents. |
components |
array | Per-factor points |
citation |
object | Soumerai 2019 Lancet Haematol citation |
disclaimer |
string | Not-a-device notice |
Example JSON
Machine form of the same example. Frozen fixture. Not a live lookup.
{
"components": [
{
"factor": "b2m_ge_5",
"points": 0,
"present": false
},
{
"factor": "ldh_gt_uln",
"points": 0,
"present": false
},
{
"factor": "anemia",
"points": 0,
"present": false
},
{
"factor": "last_therapy_lt_24mo",
"points": 0,
"present": false
}
],
"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.",
"citation": {
"authors": "Soumerai JD, Ni A, Darif M, Londhe A, Xing G, Mun Y, et al.",
"doi": "10.1016/S2352-3026(19)30085-7",
"id": "soumerai-2019",
"pmid": "31109827",
"source": "Lancet Haematol. 2019;6(7):e366-e374",
"title": "Prognostic risk score for patients with relapsed or refractory chronic lymphocytic leukaemia treated with targeted therapies or chemoimmunotherapy: a retrospective, pooled cohort study with external validations"
},
"formula": "ball",
"formula_expression": "BALL = b2m_ge_5 + ldh_gt_uln + anemia + last_therapy_lt_24mo; each 1; Soumerai 2019; max 4; low 0-1, intermediate 2-3, high 4",
"max_score": 4,
"score": 0,
"risk": "low"
}
Client errors (HTTP 400)
Invalid params return 400 without charge. Shared HTTP 402 and 503 meanings: Payments.
| HTTP | Code | When |
|---|---|---|
| 400 | invalid_ball |
BALL score inputs must match Soumerai 2019 beta-2-microglobulin, LDH, hemoglobin, and time-from-last-therapy flags from that paper. Returned before settlement; you are not charged. |
| 400 | invalid_items |
POST body must be a JSON object with only an items array Returned before settlement; you are not charged. |
| 400 | invalid_item_count |
items must be an array of 1 to 25 objects Returned before settlement; you are not charged. |
| 400 | invalid_item |
each items entry must be a JSON object Returned before settlement; you are not charged. |
Related tools
- IPI — Sum the Shipp 1993 five-factor International Prognostic Index (all ages) and return low (0–1), low_intermediate (2), high_intermediate (3), or high (4–5).
Payment
Unpaid requests return HTTP 402 even if query parameters or POST items are missing or invalid, so CDP and agents can index the path. After a PAYMENT-SIGNATURE, invalid params return HTTP 400 JSON before settlement. magent does not charge. Fix the params, then request a new 402 quote for that complete URL. Catalog misses (empty matches, found=false) are valid paid 200s. Unpaid valid requests return HTTP 402 with a base64
PAYMENT-REQUIRED
header. HTTP 503 is not a new quote: retry the same PAYMENT-SIGNATURE. Full handshake
and shared payment errors: Payments.
Stdio MCP: /docs/mcp.
Guarantees
- HTTP 402 is unpaid, including a missing query. After PAYMENT-SIGNATURE, invalid parameters return HTTP 400 before settlement. You are not charged. HTTP 402 never includes the tool JSON.
- exact: settlement finishes before the tool (paymentFlow upfront). batch-settlement: verify/deposit before the tool; chargedCumulativeAmount commits after HTTP 2xx. Uncertain or failed settlement fails closed (HTTP 503). Retry the same PAYMENT-SIGNATURE.
- HTTP 402 is unpaid only. Do not sign a second authorization because of a 503.
- Execution is timeout-bounded and concurrency-capped.
- Calculator inputs are stored encrypted for allowlisted operators (Magent Console). They are not in public logs, SSH lookups, catalog, or rollups. Request logs store path without query.