Psychiatric disorder

from eds_scikit.io import HiveData
data = HiveData(DBNAME)

from eds_scikit.phenotype import PsychiatricDisorderFromICD10

psy = PsychiatricDisorderFromICD10(data)
data = psy.to_data()

psy = PsychiatricDisorderFromICD10(
    data,
    disorder_types=[
        "Anxiety Disorders",
        "Trauma and Stressor-Related Disorders",
    ],
)

cancer.cite()

@article{2022_covid_4CE,
    author = {Gutiérrez-Sacristán, Alba and Serret-Larmande, Arnaud and Hutch, Meghan R. and Sáez, Carlos and Aronow, Bruce J. and Bhatnagar, Surbhi and Bonzel, Clara-Lea and Cai, Tianxi and Devkota, Batsal and Hanauer, David A. and Loh, Ne Hooi Will and Luo, Yuan and Moal, Bertrand and Ahooyi, Taha Mohseni and Njoroge, Wanjikũ F. M. and Omenn, Gilbert S. and Sanchez-Pinto, L. Nelson and South, Andrew M. and Sperotto, Francesca and Tan, Amelia L. M. and Taylor, Deanne M. and Verdy, Guillaume and Visweswaran, Shyam and Xia, Zongqi and Zahner, Janet and Avillach, Paul and Bourgeois, Florence T. and Consortium for Clinical Characterization of COVID-19 by EHR (4CE)},
    title = "{Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic}",
    journal = {JAMA Network Open},
    volume = {5},
    number = {12},
    pages = {e2246548-e2246548},
    year = {2022},
    month = {12},
    abstract = "{The COVID-19 pandemic has been associated with an increase in mental health diagnoses among adolescents, though the extent of the increase, particularly for severe cases requiring hospitalization, has not been well characterized. Large-scale federated informatics approaches provide the ability to efficiently and securely query health care data sets to assess and monitor hospitalization patterns for mental health conditions among adolescents.To estimate changes in the proportion of hospitalizations associated with mental health conditions among adolescents following onset of the COVID-19 pandemic.This retrospective, multisite cohort study of adolescents 11 to 17 years of age who were hospitalized with at least 1 mental health condition diagnosis between February 1, 2019, and April 30, 2021, used patient-level data from electronic health records of 8 children’s hospitals in the US and France.Change in the monthly proportion of mental health condition–associated hospitalizations between the prepandemic (February 1, 2019, to March 31, 2020) and pandemic (April 1, 2020, to April 30, 2021) periods using interrupted time series analysis.There were 9696 adolescents hospitalized with a mental health condition during the prepandemic period (5966 [61.5\\%] female) and 11 101 during the pandemic period (7603 [68.5\\%] female). The mean (SD) age in the prepandemic cohort was 14.6 (1.9) years and in the pandemic cohort, 14.7 (1.8) years. The most prevalent diagnoses during the pandemic were anxiety (6066 [57.4\\%]), depression (5065 [48.0\\%]), and suicidality or self-injury (4673 [44.2\\%]). There was an increase in the proportions of monthly hospitalizations during the pandemic for anxiety (0.55\\%; 95\\% CI, 0.26\\%-0.84\\%), depression (0.50\\%; 95\\% CI, 0.19\\%-0.79\\%), and suicidality or self-injury (0.38\\%; 95\\% CI, 0.08\\%-0.68\\%). There was an estimated 0.60\\% increase (95\\% CI, 0.31\\%-0.89\\%) overall in the monthly proportion of mental health–associated hospitalizations following onset of the pandemic compared with the prepandemic period.In this cohort study, onset of the COVID-19 pandemic was associated with increased hospitalizations with mental health diagnoses among adolescents. These findings support the need for greater resources within children’s hospitals to care for adolescents with mental health conditions during the pandemic and beyond.}",
    issn = {2574-3805},
    doi = {10.1001/jamanetworkopen.2022.46548},
    url = {https://doi.org/10.1001/jamanetworkopen.2022.46548},
    eprint = {https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2799437/gutirrezsacristn\_2022\_oi\_221314\_1670339179.72376.pdf},
}