There is no such thing as a validated prediction model

B Van Calster, EW Steyerberg, L Wynants… - BMC medicine, 2023 - Springer
Background Clinical prediction models should be validated before implementation in clinical
practice. But is favorable performance at internal validation or one external validation …

The definition and measurement of heterogeneity

A Nunes, T Trappenberg, M Alda - Translational psychiatry, 2020 - nature.com
Heterogeneity is an important concept in psychiatric research and science more broadly. It
negatively impacts effect size estimates under case–control paradigms, and it exposes …

Functional neuroimaging in psychiatry—aiding in diagnosis and guiding treatment. What the American Psychiatric Association does not know

TA Henderson, MJ Van Lierop, M McLean… - Frontiers in …, 2020 - frontiersin.org
While early efforts in psychiatry were focused on uncovering the neurobiological basis of
psychiatric symptoms, they made little progress due to limited ability to observe the living …

Physician beliefs and patient preferences: a new look at regional variation in health care spending

D Cutler, JS Skinner, AD Stern… - … Journal: Economic Policy, 2019 - aeaweb.org
There is considerable controversy about the causes of regional variations in health care
expenditures. Using vignettes from patient and physician surveys linked to fee-for-service …

Causes and consequences of regional variations in health care

J Skinner - Handbook of health economics, 2011 - Elsevier
There are widespread differences in health care spending and utilization across regions of
the US as well as in other countries. Are these variations caused by demand-side factors …

[HTML][HTML] Identifying depression and its determinants upon initiating treatment: ChatGPT versus primary care physicians

I Levkovich, Z Elyoseph - Family Medicine and Community Health, 2023 - ncbi.nlm.nih.gov
Objective To compare evaluations of depressive episodes and suggested treatment
protocols generated by Chat Generative Pretrained Transformer (ChatGPT)-3 and ChatGPT …

Understanding doctor decision making: The case of depression treatment

JM Currie, WB MacLeod - Econometrica, 2020 - Wiley Online Library
Treatment for depression is complex, requiring decisions that may involve trade‐offs
between exploiting treatments with the highest expected value and experimenting with …

[HTML][HTML] The formation of physician altruism

AE Attema, MM Galizzi, M Groß… - Journal of health …, 2023 - Elsevier
We study how patient-regarding altruism is formed by medical education. We elicit and
structurally estimate altruistic preferences using experimental data from a large sample of …

Treatment of mental illness in American adolescents varies widely within and across areas

E Cuddy, J Currie - Proceedings of the National Academy of …, 2020 - National Acad Sciences
Many mental health disorders first manifest in adolescence, and early treatment may affect
the course of the disease. Using a large national database of insurance claims, this study …

The heterogeneity of concentrated prescribing behavior: Theory and evidence from antipsychotics

ER Berndt, RS Gibbons, A Kolotilin, AL Taub - Journal of health economics, 2015 - Elsevier
We present two new findings based on annual antipsychotic US prescribing data from IMS
Health on 2867 psychiatrists who wrote 50 or more prescriptions in 2007. First, many of …