Frailty assessment and polypharmacy management
Manifest points at the shared real placeholder prisma/seed/manifests/symptom.falls.v1.ts (falls is the core downstream consequence of frailty/polypharmacy and shares the CGA/deprescribing spine) — a dedicated geriatrics.frailty-polypharmacy manifest + problem-package folder + co-located _design-brief.md are deferred (tracked in design brief Open gaps). No rxcui on any RegimenDrug — the single pharmacologic entry (cholecalciferol, only-if-deficient) is name-only pending RxNav validation (Stage-A); all screen/CGA/exercise/nutrition/deprescribing/ACP/monitoring entries carry non_pharm:true. Sibling engine ids geriatrics.deprescribing.core.v1, geriatrics.falls.core.v1 and geriatrics.delirium.core.v1 are referenced by id; on-disk dossiers currently exist as geriatrics.falls.core.v1 (deprescribing/delirium dossiers and id reconciliation deferred). Bayesian LRs for screen→confirm post-test probability (FRAIL/gait-speed sensitivity-specificity for CGA-confirmed frailty; ACB-stratified ADR/falls risk; CFS-conditioned mortality) deferred to the reasoning-depth pass.
Entry points (6)
- demographicAge >=65 — universal frailty/polypharmacy case-finding at routine, transition, or preoperative visit (ICFSR/Dent 2019)age_65_plus
- problem_list>=2 chronic conditions — multimorbidity burden prompting integrated geriatric review (BGS CGA)multimorbidity
- problem_list>=5 chronic medications — polypharmacy trigger for STOPP/START v3 + Beers screening (O'Mahony Age Ageing 2023)polypharmacy
- historyRecurrent falls (>=2 in 12 months) or a fall with injury — frailty as the upstream driver (AGS/BGS falls)recurrent_falls
- symptomPositive rapid frailty screen — FRAIL >=3, slow gait (<0.8 m/s) or low grip, unintentional weight loss, exhaustion (Fried; Morley 2012)frailty_screen_positive
- medicationBeers-listed / STOPP-flagged or high anticholinergic-burden medication identified on review (AGS Beers 2023)high_risk_medications
Required inputs (13)
- agerequireddemographic • used at FRAMEFrailty case-finding threshold >=65; Beers criteria are age-stratified (AGS Beers 2023)
- current_medsrequiredmedication • used at CONTEXTFull reconciled medication list (incl. OTC/herbal) is the substrate for STOPP/START v3, Beers, and anticholinergic-burden screening (O'Mahony Age Ageing 2023)
- comorbidity_listrequiredhistory • used at CONTEXTMultimorbidity burden defines CGA domains, drug-disease interactions, and deprescribing priorities (BGS CGA)
- egfrrequiredlab • used at INITIAL_WORKUPeGFR (CKD-EPI 2021) drives renally-cleared drug dose-adjustment and deprescribing of renally-risky agents (STOPP/START v3 2023)
- cognitive_statusrequiredhistory • used at INITIAL_WORKUPMoCA/MMSE cognitive domain — affects medication self-management capacity, consent, and anticholinergic-burden urgency (BGS CGA)
- mood_statusrequiredhistory • used at INITIAL_WORKUPDepression (GDS-15) is a reversible mimic of frailty/failure-to-thrive and a CGA mood domain (ICFSR/Dent 2019)
- functional_statusrequiredhistory • used at INITIAL_WORKUPADL/IADL (Barthel/Lawton) defines the functional CGA domain and anchors the Clinical Frailty Scale (Rockwood CMAJ 2005)
- nutrition_statusrequiredhistory • used at INITIAL_WORKUPMalnutrition/sarcopenia (MNA-SF, unintentional weight loss >5%/6mo) is a core frailty driver and a treatable target (ESPEN 2019)
- falls_historyrequiredhistory • used at CONTEXTFalls count and injury inform deprescribing prioritisation and falls-engine routing (AGS/BGS falls)
- goals_of_carerequiredhistory • used at CONTEXTPatient goals/values and frailty severity set proportionate care intensity, treatment-target relaxation, and ACP timing (BGS CGA)
- gait_speedvital • used at ENTRYGait speed <0.8 m/s is a robust frailty marker and a FRAIL/phenotype component used for rapid screening (Morley 2012)
- weightvital • used at CONTEXTUnintentional weight loss is a Fried phenotype criterion and undernutrition red flag (Fried 2001)
- orthostatic_bpvital • used at INITIAL_WORKUPOrthostatic hypotension is an antihypertensive/alpha-blocker deprescribing trigger and falls contributor (STOPP/START v3 2023)
12-phase flow (12)
- 1FRAMEConfirm geriatric scope: age >=65 with multimorbidity and/or polypharmacy and/or frailty concern; this is integrated person-centred geriatric care, not isolated single-disease management (ICFSR/Dent 2019)inputs: ageadvance: Patient meets criteria for integrated frailty/polypharmacy assessment; single-disease-only management excluded (BGS CGA)
- 2ENTRYCapture and document the trigger and run a rapid frailty screen — FRAIL scale (Fatigue/Resistance/Ambulation/Illnesses/Loss-of-weight), gait speed (<0.8 m/s) or grip strength — to decide who needs full CGA confirmation (Morley 2012)inputs: age, gait_speedactions: calc.frail_scaleadvance: Entry trigger documented and rapid screen completed (FRAIL/gait speed); screen-positive or polypharmacy/multimorbidity present (ICFSR/Dent 2019)
- 3CONTEXTFull reconciled medication history (incl. OTC/herbal), comorbidity list, functional/social/caregiver baseline, falls history, weight trajectory, and an explicit goals-of-care/values conversation that will calibrate care intensity (BGS CGA)inputs: current_meds, comorbidity_list, falls_history, goals_of_care, weightactions: workup.cgaadvance: Medication list reconciled, multimorbidity burden characterised, and patient goals/values documented (BGS CGA)
- 4RED_FLAGSAcute functional decline / failure-to-thrive screen for occult acute illness, delirium superimposed on baseline, depression, malignancy, or elder abuse/neglect; severe undernutrition; a recent fall with injury; medication-induced emergency (hypoglycaemia, bleeding, syncope, AKI from a nephrotoxic combination); and end-stage frailty appropriate for a palliative pivot (ICFSR/Dent 2019)inputs: cognitive_status, nutrition_status, falls_historyadvance: No acute functional collapse / medication emergency / abuse, or each is addressed and worked up appropriately (BGS CGA)
- 5INITIAL_WORKUPComprehensive geriatric assessment (CGA) across all domains — cognition (MoCA/MMSE), mood (GDS-15), function (ADL/IADL), nutrition (MNA-SF), gait/grip, orthostatic BP — plus baseline labs (CMP/CBC) and renal function (CKD-EPI 2021) for drug dosing; screen reversible contributors with TSH and vitamin D (Rockwood CMAJ 2005; ESPEN 2019)inputs: functional_status, cognitive_status, mood_status, nutrition_status, egfr, orthostatic_bpactions: workup.cga, calc.moca, calc.gds_15, calc.ckd_epi_2021, panel.cmp, panel.cbc, panel.tsh, panel.vitamin_dadvance: All CGA domains assessed; renal function and reversible-contributor labs reviewed (BGS CGA)
- 6BRANCHING_WORKUPSystematic medication optimisation: STOPP/START v3 screen (potentially inappropriate prescribing AND potentially beneficial omissions), AGS Beers 2023 potentially-inappropriate-medication screen, and cumulative anticholinergic cognitive burden (ACB) — each branching to a deprescribe / start / dose-adjust / continue decision (O'Mahony Age Ageing 2023)inputs: current_meds, comorbidity_list, egfr, cognitive_statusactions: workup.stopp_start_v3, workup.beers_screen, calc.acb_scaleadvance: STOPP violations, START omissions, Beers PIMs, and anticholinergic burden catalogued with clinical relevance and patient-goal alignment assessed (O'Mahony Age Ageing 2023)
- 7DIFFERENTIALCharacterise the frailty construct (Fried phenotype vs deficit-accumulation Frailty Index vs Clinical Frailty Scale) and separate reversible/contributing drivers (depression, hypothyroidism, vitamin D deficiency, anaemia, sarcopenia/malnutrition, deconditioning, polypharmacy ADRs, occult malignancy) from irreversible end-stage frailty / terminal trajectory (ICFSR/Dent 2019)inputs: functional_status, nutrition_status, mood_status, cognitive_statusadvance: Frailty construct characterised; reversible contributors identified for targeting; overall trajectory (reversible/attenuable vs end-stage) assigned (ICFSR/Dent 2019)
- 8RISK_STRATIFICATIONAssign Clinical Frailty Scale (1 very fit → 3 managing well → 4 vulnerable/pre-frail → 5 mildly → 6 moderately → 7-8 severely/very-severely frail → 9 terminally ill); layer the anticholinergic cognitive burden score and medication/pill burden — CFS severity sets prognosis and the proportionate intensity of every downstream decision (Rockwood CMAJ 2005)inputs: functional_status, gait_speed, goals_of_careactions: calc.clinical_frailty_scale, calc.acb_scaleadvance: Frailty severity (CFS band) and anticholinergic burden assigned; deprescribing/intervention priority list ranked by harm and goal-alignment (Rockwood CMAJ 2005)
- 9TREATMENTFrailty-attenuation + medication-optimisation: resistance + multicomponent exercise and protein/nutrition optimisation are the strongest evidence to reverse/attenuate frailty (treat malnutrition/sarcopenia, vitamin D if deficient); STOPP/START v3 + Beers + ACB-driven deprescribing (taper, never abrupt for benzodiazepine/PPI/beta-blocker/opioid) with proactive START of indicated omissions; manage comorbidity / cognition / mood / continence / falls / bone (osteoporosis) proportionate to frailty severity; advance care planning and goals-aligned, proportionate care intensity (relax treatment targets in the frail); caregiver support and respite (ICFSR/Dent 2019)inputs: current_meds, comorbidity_list, nutrition_status, goals_of_careactions: protocol.deprescribing_ppi, protocol.deprescribing_benzodiazepine, protocol.deprescribing_anticholinergicadvance: Exercise + nutrition cornerstone prescribed; deprescribing/START plan agreed with patient/caregiver; comorbidity and goals-aligned plan set (ICFSR/Dent 2019)
- 10DISPOSITIONPredominantly outpatient with multidisciplinary CGA / geriatric day-hospital; inpatient only for acute functional collapse, deconditioning prevention, or a medication-related emergency; route to falls prevention programme and palliative care for end-stage (CFS 8-9) frailty (BGS CGA)inputs: goals_of_careadvance: Care setting confirmed and multidisciplinary / falls / palliative referrals placed per frailty severity and goals (BGS CGA)
- 11MONITORINGPost-deprescribing surveillance for withdrawal/rebound (PPI acid rebound, benzodiazepine withdrawal, beta-blocker rebound HTN/angina, opioid withdrawal); CFS, function (ADL/IADL), gait speed, nutrition/weight, falls rate, and reconciled medication count/pill burden re-checked q3-6 months and at every care transition (STOPP/START v3 2023)inputs: current_meds, functional_status, nutrition_statusactions: calc.clinical_frailty_scale, calc.acb_scaleadvance: Monitoring cadence set; no untreated withdrawal/rebound syndrome; frailty trajectory stable or improving on exercise/nutrition (STOPP/START v3 2023)
- 12FOLLOWUPAdvance care planning revisited at each transition and care escalation; medication review at every visit and transition (medication reconciliation is the single highest-yield transition intervention); periodic CGA interval set by frailty severity; caregiver support/respite referral; bidirectional falls-engine and deprescribing-engine follow-up (BGS CGA)inputs: goals_of_careadvance: ACP documented; next medication review and CGA interval scheduled; caregiver support arranged; sibling-engine follow-up linked (BGS CGA)