Structured identification and coding outperform usual identification practice

The longitudinal record

1. 2026-07 · Provisional

   A length-of-stay prediction tool outperformed standard frailty/functional scales in a single-cohort comparison (acute frailty); structured coding was associated with fourfold higher advance care plan completion and more deaths outside hospital than absent coding (palliative care); systematic depression/anxiety screening nearly tripled psychiatric diagnosis detection versus clinician-initiated referral alone (clinical psychology). Three domains, three independent evidence streams, one structural finding in the same reporting week. Caveats carried from the sources: the frailty leg is a single retrospective cohort (n=201) whose authors require multi-centre validation; the palliative leg is a single-site retrospective service evaluation (n=216); the psychology leg is a quasi-experimental pilot whose diagnostic-confirmation difference did not reach statistical significance — the detection gain stands, the confirmation rate awaits randomised testing.

   Evidence PMID 42126267 PMID 41130666 PMID 42298512Coding and screening systems, not new treatment, drive this week's frailty and end-of-life evidence

2. 2026-08 · Established

   Promoted to established: this pattern has now been observed across two separate monthly cycles (July, August), with independent, verifiable evidence streams in each cycle, and no unaddressed contrary signal identified in either. This period's verifiable evidence comprises a reproducible case-finding rule identifying frequent-attender frail patients for proactive assessment, and a nationwide cohort finding that earlier specialist palliative referral in pancreatic cancer nearly halved end-of-life hospitalisation. This month's wider evidence flow (further studies in emergency-department-initiated palliative consultation, trauma-related missed diagnosis, and neurologist-led advance care planning, described in this month's Monthly review) is consistent with the pattern but is not counted toward this promotion, as no citable source for these specific studies was available to this register at the required evidential bar at time of writing.

   EvidenceReproducible case-finding rule identifies frequent-attender frail patients for proactive assessmentEarlier specialist palliative contact roughly halves end-of-life hospitalisation in pancreatic cancer, national Finnish cohort finds