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Escaping analysis paralysis in medical training: from FRAZZLE to CALM | Synapse
March 3, 2026
Escaping analysis paralysis in medical training: from FRAZZLE to CALM
MA
Mylena Maria Guedes de Almeida
Nuffield Orthopaedic Centre
FM
Fabio Ynoe Moraes
Pediatric Oncology Group
Key Points
Improved decision-making was observed in medical training environments with the CALM approach, reducing cognitive load.
The CALM approach, focused on performance improvement, enables learners to escape analysis paralysis in critical situations.
Assessment included various medical training settings, highlighting the need for less cognitive overload among trainees.
Adopting the CALM framework may enhance overall learning outcomes, though further testing in diverse settings is necessary.
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Almeida et al. (Sun,) studied this question.
synapsesocial.com/papers/69a76186c6e9836116a2f8b5
https://doi.org/https://doi.org/10.1038/s41587-026-03000-y
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