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. 2023 Oct 3;7:e44187. doi: 10.2196/44187

Table 3.

Factors associated with the spinal pathologies featured in the Bayesian network (BN) as taken from Finucane et al [22] (cauda equina syndrome, spinal infection, fracture, and malignancy), McCrum [23] (inflammatory condition), and National Institute for Health and Care Excellence (NICE) guideline 59 [24] (nerve root condition).

Factors associated with spinal pathology Contained in BN
Cauda equina syndrome [22]

Unilateral radicular pain

Bilateral radicular pain

Dermatomal reduced sensation

Myotomal weakness

Changes to bladder function

Changes to bowl function

Saddle sensory disturbance
Malignancy [22]

History of cancer

Night pain

Requiring strong pain killers

Weight loss

Balance issues

Odd sensations in legs
Fracture [22]

History of cancer

Multiple myeloma

Osteoporosis

Severe pain or worsening pain

Age

Sex

Smoker

Pain worse when lying supine

Early menopause or late menarche

History of fracture
Spinal infection [22]

Immunosuppression

Steroid use

Smoking

Obesity

History of TBa

Fever

Neurological dysfunction

User of intravenous drugs

Night pain
Inflammatory condition [23]

Age

Waking at night

Improvement with movement

Improvement with NSAIDsb

Past enthesitis, psoriasis, or arthritis

Family history

Uveitis

Inflammatory bowel disease
Nerve root condition [24]

Unilateral leg pain

Dermatomal changes

Myotomal weakness

Straight leg raise test positive

Age

Smoking

Obesity

aTB: tuberculosis.

bNSAID: nonsteroidal anti-inflammatory drug.