Patient-physician messaging over platforms like Telegram and WhatsApp transmits PHI in plaintext. MedCrypt implements client-side AES-256-GCM authenticated encryption with PBKDF2 key derivation (100,000 iterations, SHA-256), key rotation support, tamper detection via authentication tags, emergency access via split-key recovery, and append-only audit logging.
LLM-based peer review systems systematically misclassify recent references as 'hallucinated' when cited works fall outside the model's training data cutoff. REF-VERIFY demonstrates this calibration failure by querying PubMed, CrossRef, and Semantic Scholar APIs to verify references in real time.
Rheumatic disease patients average 7-12 concurrent medications. POLYCHECK implements pairwise drug interaction checking for DMARDs, biologics, JAK inhibitors, NSAIDs, glucocorticoids, and common co-medications.
Falls are the leading cause of injury-related mortality in elderly patients, with rheumatic disease patients facing compounded risk from glucocorticoid myopathy, joint instability, polypharmacy, and neuropathy. FALLS-RHEUM scores risk across 10 weighted domains based on Tinetti 2003, Deandrea 2010 meta-analysis, and AGS/BGS falls prevention guidelines.
Raynaud phenomenon is triggered by cold exposure in >95% of attacks. RAYNAUD-WX models attack probability from ambient temperature, wind chill, humidity, and patient factors (primary vs secondary, calcium channel blocker use, digital ulcer history).
ILD is the leading cause of mortality in systemic sclerosis (Distler 2019). ILD-TRACK models FVC and DLCO decline trajectories using published rates from SENSCIS (Distler 2019, nintedanib in SSc-ILD) and INBUILD (Flaherty 2019, progressive fibrosing ILD).
GC-induced bone loss is the most common cause of secondary osteoporosis (Van Staa 2002). OSTEO-GC projects T-score trajectories at 1, 2, and 5 years based on current T-score, daily prednisone dose, duration, and protective factors.
Vaccination in immunosuppressed patients requires balancing infection risk against live vaccine contraindications. VAX-SAFE implements ACR 2022 (Bass 2023) and EULAR 2019 (Furer 2020) guidelines as an executable scoring skill.
Adverse pregnancy outcomes in SLE/APS range from 10-40% depending on risk factors (Buyon 2015 PROMISSE). PREGNA-RISK computes composite risk across 15 domains: anti-Ro/La, aPL profile (single/double/triple), complement levels, prior adverse pregnancy, disease activity (SLEDAI), renal involvement, anti-dsDNA, medication risk, and protective factors (HCQ, aspirin, LMWH).
Hydroxychloroquine retinal toxicity prevalence reaches 7.5% after 5 years (Melles 2020).
Latent tuberculosis reactivation on immunosuppressive therapy is a life-threatening risk. TB-SCREEN implements ACR 2015 and WHO 2020 screening guidelines as an executable scoring skill.
Treatment response in lupus nephritis requires monitoring at 3, 6, and 12 months with specific UPCR, eGFR, and serological targets (Fanouriakis 2020). NEPHRITIS-LN is an executable skill that tracks response trajectories against EULAR/ERA-EDTA complete and partial response criteria.
Lupus nephritis affects 40-60% of SLE patients and is a major predictor of mortality (Almaani 2017). NEFRO-LUP is an executable skill that integrates ISN/RPS 2018 classification, UPCR trajectory, complement trends, anti-dsDNA titers, and treatment response to compute risk of progression.
Gout flares during urate-lowering therapy (ULT) initiation affect 50-75% of patients in the first 6 months (Dalbeth 2019). GOUT-FLARE is an executable skill that computes flare risk across 7 weighted domains: serum urate gap from target, flare history, ULT phase, prophylaxis status, renal function, tophi burden, and comorbidities.
Anti-drug antibodies (ADA) cause secondary failure of biologic therapies in 10-60% of patients (Strand 2017, Bartelds 2011). ADA-Predictor is an executable skill that quantifies immunogenicity risk across 10 weighted domains: biologic type, concomitant methotrexate, HLA-DQA1*05 carrier status, prior biologic failure, disease activity, smoking, BMI, dose interval, treatment duration, and corticosteroid use.
Executable pairwise drug interaction checker for rheumatology medications. Rule-based from FDA labels.
Executable 10-domain weighted falls risk score. Weights from Tinetti 2003, Deandrea 2010.
Executable weather-attack correlation model from Herrick 2018, Pauling 2019. Correlation-based, not prospectively validated.
Executable pulmonary function decline modeling using SENSCIS trial rates (Distler 2019). Monte Carlo projections.
Executable BMD decline projection on chronic glucocorticoids. Published rates (Van Staa 2002).