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Received — 15 September 2026 ⏭ npj Digital Medicine

Publisher Correction: A scoping review on the mental health harms of LLM-based chatbots

npj Digital Medicine, Published online: 14 September 2026; doi:10.1038/s41746-026-03240-x

Publisher Correction: A scoping review on the mental health harms of LLM-based chatbots

Causal machine learning for extracting insights from observational radiotherapy data

npj Digital Medicine, Published online: 14 September 2026; doi:10.1038/s41746-026-03214-z

While clinical trials are the gold standard for determining causative side effects from treatment, some trials are too logistically or ethically challenging to complete. Many side effects of treatments are learned from retrospective analyses; however, these can be confounded by other random variables. Causal and explainable machine learning tools are promising for teasing apart confounders from real treatment side effects in observational data.

Prospective validation of machine learning models predicting Gram negative bacteremia in ICU versus clinical scores

npj Digital Medicine, Published online: 14 September 2026; doi:10.1038/s41746-026-03239-4

Prospective validation of machine learning models predicting Gram negative bacteremia in ICU versus clinical scores
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