Review finds virtual wards may match hospital care; authors propose oversight model for AI discharge summaries; Cone Health ends hospital at home

• Research Oct 13, 2026
  Scoping review of 22 studies finds virtual wards for acute care patients may match hospital care on readmission and mortality
  The review, published online in the Journal of General Internal Medicine, included three randomized trials, nine case-control studies, seven cohort studies and three qualitative studies. Rates of emergency department visits, readmission, short-term mortality and adverse events in virtual wards may be similar to hospital care, and length of stay tended to be shorter, according to the authors. They said virtual wards may be a feasible alternative for selected acute care patients and that randomized trials and cost-effectiveness analyses are still needed.
  Sources: Journal of General Internal Medicine, Crossref record, PubMed
• AI Oct 15, 2026
  Journal of Hospital Medicine article proposes four safeguards for discharge summaries drafted by large language models
  Authors Fahad Wali Ahmed and Fauwad Ahmed wrote that large language models now draft hospital discharge summaries and that reported hallucination rates vary by measurement context, from about 1% to 2% in structured summarization to over 60% under provocation testing. They argued that a potentially underappreciated concern is the weakening of clinician oversight when clinicians review fluent machine-generated text. Their proposed Clinician-AI Oversight Model rests on bounded autonomy, structured verification, error-signal monitoring and longitudinal evaluation of cognitive effects.
  Sources: Journal of Hospital Medicine, Crossref record
• Business Oct 14, 2026
  Cone Health ends hospital-at-home program that was capped at six patients, citing reimbursement and sustainability
  Cone Health of Greensboro, N.C., plans to wind down its hospital-at-home program during the fourth quarter of 2026, citing evolving reimbursement models, operational complexity and long-term sustainability, Becker's Hospital Review reported. The program launched in April 2025, was limited to six patients at a time and reported no patient deaths or health care-acquired infections in its first year. Congress has extended the Medicare hospital-at-home waiver through Sept. 30, 2030, according to Medical Daily.
  Sources: Becker's Hospital Review, Medical Daily

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