Filters

SM Classification & Rule Audit

Deterministic rules engine that classifies each patient and records the exact claim evidence behind every decision.

SM-positive share
86%
Advanced SM
460
Higher-burden ISM
456
Lower-burden ISM
794
Avg classification confidence
76%

Classified patients

PatientSubtypeRulesConf.
P100000ISM-highINC-1, INC-2, CLS-ISM-HIGH91%
P100001ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH91%
P100002Unclassified0%
P100003Unclassified0%
P100004ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100005ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100006ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100007ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100008Unclassified0%
P100009AdvSMINC-1, INC-2, INC-3, CLS-ADV92%
P100010ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100011ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100012ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH91%
P100013Unclassified0%
P100014ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH94%
P100015AdvSMINC-1, INC-2, INC-3, CLS-ADV90%
P100016ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH94%
P100017ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH94%
P100018ISM-lowINC-1, CLS-ISM-LOW87%
P100019ISM-highINC-1, CLS-ISM-HIGH88%
P100020ISM-highINC-1, INC-3, CLS-ISM-HIGH89%
P100021AdvSMINC-1, INC-3, CLS-ADV88%
P100022ISM-lowINC-1, CLS-ISM-LOW87%
P100023Unclassified0%
P100024Unclassified0%
P100025ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH91%
P100026ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100027AdvSMINC-1, INC-3, CLS-ADV88%
P100028ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100029ISM-highINC-1, INC-3, CLS-ISM-HIGH93%
P100030ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100031AdvSMINC-1, INC-2, INC-3, CLS-ADV90%
P100032ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100033ISM-lowINC-1, CLS-ISM-LOW87%
P100034AdvSMINC-1, INC-2, INC-3, CLS-ADV95%
P100035ISM-highINC-1, INC-3, CLS-ISM-HIGH93%
P100036AdvSMINC-1, INC-3, CLS-ADV88%
P100037ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100038ISM-lowINC-1, CLS-ISM-LOW87%
P100039ISM-lowINC-1, CLS-ISM-LOW87%
P100040ISM-lowINC-1, CLS-ISM-LOW87%
P100041AdvSMINC-1, INC-2, INC-3, CLS-ADV94%
P100042ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100043ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100044ISM-lowINC-1, CLS-ISM-LOW87%
P100045ISM-lowINC-1, CLS-ISM-LOW87%
P100046Unclassified0%
P100047ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100048ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100049ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100050ISM-highINC-1, INC-3, CLS-ISM-HIGH93%
P100051AdvSMINC-1, INC-3, CLS-ADV88%
P100052ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100053ISM-highINC-1, INC-3, CLS-ISM-HIGH89%
P100054Unclassified0%
P100055AdvSMINC-1, INC-2, INC-3, CLS-ADV95%
P100056ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100057ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH91%
P100058ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH91%
P100059Unclassified0%
P100060Unclassified0%
P100061ISM-lowINC-1, CLS-ISM-LOW87%
P100062AdvSMINC-1, INC-2, INC-3, CLS-ADV94%
P100063ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH91%
P100064ISM-lowINC-1, CLS-ISM-LOW87%
P100065Unclassified0%
P100066Unclassified0%
P100067AdvSMINC-1, INC-3, CLS-ADV88%
P100068ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH94%
P100069ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH91%
P100070Unclassified0%
P100071ISM-highINC-3, CLS-ISM-HIGH90%
P100072AdvSMINC-1, INC-2, INC-3, CLS-ADV95%
P100073ISM-highINC-1, INC-3, CLS-ISM-HIGH93%
P100074ISM-lowINC-1, INC-3, CLS-ISM-LOW88%
P100075Unclassified0%
P100076ISM-lowINC-1, CLS-ISM-LOW87%
P100077ISM-lowINC-1, CLS-ISM-LOW87%
P100078AdvSMINC-1, INC-2, INC-3, CLS-ADV92%
P100079ISM-highINC-1, INC-2, INC-3, CLS-ISM-HIGH91%

Audit trail - P100000

3 rules fired

ISM-high91% overall confidenceRules fired: INC-1, INC-2, CLS-ISM-HIGH
  1. INC-1 · Inclusion
    ≥2 SM diagnosis claims, ≥30 days apart
    Confidence 95%
    Triggering claim
    D47.02
    Systemic mastocytosis
    Diagnosis
    Date
    2023-05-21
    Provider specialty
    ED
    Reason: Two SM diagnosis claims (D47.02 on 2023-01-19; D47.02 on 2023-05-21) separated by 122 days.
  2. INC-2 · Inclusion
    Bone marrow biopsy + ≥1 SM diagnosis claim
    Confidence 97%
    Triggering claim
    38221
    Bone marrow biopsy
    Procedure
    Date
    2023-04-03
    Provider specialty
    Hematology/Oncology
    Reason: Bone marrow biopsy (CPT 38221) on 2023-04-03 followed by SM diagnosis claim on 2023-05-21.
  3. CLS-ISM-HIGH · Classification
    Higher symptom-burden ISM
    Confidence 81%
    Triggering claim
    M85.80
    Other specified disorders of bone density (osteoporosis proxy)
    Diagnosis
    Date
    2023-05-21
    Provider specialty
    Rheumatology
    Reason: Higher-burden ISM signals: Multiple SM dx claims; C-finding proxy (M85.80).