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Reason and Intuition01:37

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The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
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Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
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Cause and Effect01:53

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While variables are sometimes correlated because one does cause the other, it could also be that some other factor, a confounding variable, is actually causing the systematic movement in our variables of interest. For instance, as sales in ice cream increase, so does the overall rate of crime. Is it possible that indulging in your favorite flavor of ice cream could send you on a crime spree? Or, after committing crime do you think you might decide to treat yourself to a cone?
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Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
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Intuitive versus Algorithmic Triage.

Alexander Hart1, Elias Nammour2, Virginia Mangolds3

  • 11Department of Emergency Medicine,Beth Israel Deaconess Medical Center,Boston,MassachusettsUSA.

Prehospital and Disaster Medicine
|August 22, 2018
PubMed
Summary
This summary is machine-generated.

Intuitive triage, relying on first responders' first impressions, is significantly faster than the Simple Triage and Rapid Treatment (START) method during mass-casualty incidents (MCIs). This faster intuitive triage method showed comparable accuracy to START, saving valuable time in emergency situations.

Keywords:
EMS Emergency Medical ServicesFSE full-scale exerciseMCI mass-casualty incidentSTART Simple Triage and Rapid TreatmentEMSdisastermass casualtytriage

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Area of Science:

  • Emergency Medicine
  • Disaster Management
  • Clinical Triage Research

Background:

  • Current mass-casualty incident (MCI) triage methods, like Simple Triage and Rapid Treatment (START), rely on detailed vital sign counts, which can be time-consuming and costly.
  • The high volume and acuity of patients during MCIs necessitate efficient and accurate triage strategies.

Purpose of the Study:

  • To compare the speed and accuracy of an intuitive triage method against the established START triage method.
  • To evaluate if experienced first responders can accurately and rapidly categorize patients based on overall first-impression assessment during simulated MCIs.

Main Methods:

  • A cluster randomized simulation involving adult volunteers was conducted to compare intuitive triage with the START method.
  • The simulation utilized a staged active-shooter scenario involving various emergency services and leadership.
  • Key outcomes measured included the time taken for triage and the accuracy of patient categorization.

Main Results:

  • Intuitive triage was significantly faster, with a mean process time of 72.18 seconds compared to START's 106.57 seconds.
  • Time savings were particularly pronounced for critically injured (Red) and moderately injured (Yellow) patients.
  • Despite speed differences, there was a high degree of agreement between intuitive triage and START, with no significant difference in over- or under-triage rates.

Conclusions:

  • The intuitive triage method offers significant time savings during mass-casualty incidents.
  • Intuitive triage demonstrates comparable accuracy to the START method, suggesting its potential as an effective alternative.
  • Further prospective research is recommended to validate these findings in real-world MCI scenarios.