Abstract

Early accounts of the development of modern medicine suggest that the clinical skills, scientific competence, and doctors' judgment were the main impetus for treatment decision, diagnosis, prognosis, therapy assessment, and medical progress. Yet, clinician judgment has its own critics and is sometimes harshly described as notoriously fallacious and an irrational and unfathomable black box with little transparency. With the rise of contemporary medical research, the reputation of clinician judgment has undergone significant reformation in the last century as its fallacious aspects are increasingly emphasized relative to the evidence based options. Within the last decade, however, medical forecasting literature has seen tremendous change and new understanding is emerging on best ways of sharing medical information to complement the evidence based medicine practices. This review revisits and highlights the core debate on clinical judgments and its interrelations with evidence based medicine. It outlines the key empirical results of clinician judgments relative to evidence based models and identifies its key strengths and prospects, the key limitations and conditions for the effective use of clinician judgment, and the extent to which it can be optimized and professionalized for medical use.

Highlights

  • One vocation that requires the personal knowledge, skills, and judgment of service providers is the medical profession

  • The past decade has seen the emergence of several new investigations and theories about applying clinical judgment but most of them have been restricted to its role in communication, diagnosis, prognosis, and other medical decision making without much discussion on their validity, potential competence, reliability, susceptibility to error and bias, and the extent to which it can be optimized and professionalized for general use [7, 8]

  • A dominant trend shows that while crowed techniques are useful, they appear to be more effective when used under desirable conditions and in conjunction with the right statistical evaluation. It seems that medical decision making can benefit from crowd wisdom for the temporal accumulation of medical information over time which may lead to the development of a “Swarm Intelligence” algorithm where pieces of information are brought together to form a part of the “Swarm” to stimulate intelligent informed behaviours in medical decision making [11, 12]

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Summary

Introduction

One vocation that requires the personal knowledge, skills, and judgment of service providers is the medical profession. These elements are required by clinicians to protect and restore the wellbeing of people with the greatest possible firmness [1, 2]. According to [4] doctors develop skills to make effective medical judgment through experience from practice and knowledge shared with comrades, critical analysis, continuous research, and ongoing professional development. This extends to all medical areas including diagnosis, therapy, prognosis, communication, and other medical decision making. It outlines the key empirical results of clinician judgments relative to evidence based models and identifies its key strengths and prospects and the key limitations and conditions for the effective use of clinician judgment

Emergence of Evidence Based Medicine
Origins of Wisdom of the Crowd Theories
Use of Crowd Wisdom in Medical Literature
Prospects of Medical Use of Wisdom of the Crowd
Challenges of Medical Use of Wisdom of the Crowd
Findings
Conclusions
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