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20-person preprint explores wearable signals for heat monitoring

An ETH Zurich preprint used physiological and environmental signals from 20 participants to distinguish ambient temperature, humidity and physical exertion with 94.7% Random Forest accuracy. The exploratory study is an early step toward person-centred heat monitoring and requires testing in real-world settings.

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Preprint: 14 LLMs struggled to extract schizophrenia symptoms

A medRxiv preprint evaluated 14 general-purpose large language models on eight schizophrenia symptoms in clinical summaries from a 704-person severe mental illness cohort. Performance was poor to moderate overall, with negative symptoms extracted less accurately than positive symptoms.

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Preprint Finds EUS-Guided Drainage Had Higher Technical Success Than ERCP

A medRxiv systematic review and meta-analysis of three randomized controlled trials involving 519 patients found that EUS-guided choledochoduodenostomy with a lumen-apposing metal stent had higher technical success than ERCP with a self-expandable metal stent for malignant distal biliary obstruction. Procedure time and postprocedural pancreatitis risk were also lower, while clinical success and overall adverse events were comparable.

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Preprint proposes a five-dimensional atlas of human hearing

A medRxiv preprint analyses more than 4.29 million audiograms and models human hearing as a continuous five-dimensional system rather than a set of fixed types. The secondary analysis could provide a new framework for studying hearing change, but it is not a clinical trial or treatment study.

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Preprint reports sleep odour cues improving PTSD therapy

A medRxiv preprint reports that repeated odour cues delivered during sleep improved PTSD symptoms and accelerated treatment response when paired with 12 weeks of trauma-focused psychotherapy. The findings combine a mechanistic study in healthy participants with a randomized clinical trial.

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Preprint Links Higher Estimated Fitness to Lower Cardiometabolic Multimorbidity Risk

A medRxiv preprint analysing 12,944 participants from nationally representative cohorts in China, England and the United States found that higher estimated cardiorespiratory fitness was associated with a lower risk of developing two or more cardiometabolic conditions. The observational study suggests that a non-exercise fitness estimate may help characterise risk, but it does not establish that increasing fitness prevents these conditions.

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Study Links Parental Age and ART to Offspring Mutations

Whole-genome sequencing of 7,851 parent–offspring families linked distinct assisted reproductive technology procedures and parental age with de novo mutations associated with gestational duration and other birth outcomes.

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LLM tested for bias assessment in neurology reviews

A medRxiv preprint evaluated a large-language-model pipeline for assessing risk of bias in neurological prognosis studies. Agreement with original human assessments was limited, while a small comparison suggested a similar level of agreement to that between human raters.