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Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection
16 references·0 citing·49 second hop
Zero-Shot Strike: Testing the generalisation capabilities of out-of-the-box LLM models for depression detection (2024)Zero-Shot Strike: Testing the generalisat…Natural language processing applied to mental illness detection: a narrative review (2022)Natural language processing a…The Economic Burden of Adults with Major Depressive Disorder in the United States (2010 and 2018) (2021)The Economic Burden of Adults…Root mean square error or mean absolute error? Use their ratio as well (2021)Root mean square error or mea…Prevalence of depression during the COVID-19 outbreak: A meta-analysis of community-based studies (2020)Prevalence of depression duri…Global trends in the prevalence and incidence of depression:a systematic review and meta-analysis (2020)Global trends in the prevalen…Prevalence of Depression in the Community from 30 Countries between 1994 and 2014 (2018)Prevalence of Depression in t…Depression Is the Leading Cause of Disability Around the World (2017)Depression Is the Leading Cau…Undertreatment of people with major depressive disorder in 21 countries (2016)Undertreatment of people with…National Trends in the Prevalence and Treatment of Depression in Adolescents and Young Adults (2016)National Trends in the Preval…The Distress Analysis Interview Corpus of human and computer interviews (2014)The Distress Analysis Intervi…The Epidemiology of Depression Across Cultures (2013)The Epidemiology of Depressio…The PHQ-8 as a measure of current depression in the general population (2008)The PHQ-8 as a measure of cur…Meta-analysis of the factor structures of four depression questionnaires: Beck, CES-D, Hamilton, and Zung (2005)Meta-analysis of the factor s…Screening psychischer Störungen mit dem “Gesundheitsfragebogen für Patienten (PHQ-D)“ (2004)Screening psychischer Störung…The PHQ-9 (2001)The PHQ-9A RATING SCALE FOR DEPRESSION (1960)A RATING SCALE FOR DEPRESSIONThe Patient Health Questionnaire Somatic, Anxiety, and Depressive Symptom Scales: a systematic review (2010)Diagnostic and Statistical Manual of Mental Disorders (2013)Diagnostic and Statistical Manual of Mental Disorders (2013)The Oregon Experiment — Effects of Medicaid on Clinical Outcomes (2013)Factors associated with depression, anxiety, and PTSD symptomatology during the COVID-19 pandemic: Clinical implications for U.S. young adult mental health (2020)An Inventory for Measuring Depression (1961)A New Depression Scale Designed to be Sensitive to Change (1979)Validation and Utility of a Self-report Version of PRIME-MD The PHQ Primary Care Study (1999)The PHQ-9: A New Depression Diagnostic and Severity Measure (2002)The Patient Health Questionnaire-2 (2003)A Brief Measure for Assessing Generalized Anxiety Disorder (2006)National Institute of Mental Health Diagnostic Interview Schedule (1981)The World Mental Health (WMH) Survey Initiative version of the World Health Organization (WHO) Composite International Diagnostic Interview (CIDI) (2004)Depression, chronic diseases, and decrements in health: results from the World Health Surveys (2007)Gender differences in depression in representative national samples: Meta-analyses of diagnoses and symptoms. (2017)Epidemiology of Adult DSM-5 Major Depressive Disorder and Its Specifiers in the United States (2018)Global prevalence of depression and elevated depressive symptoms among adolescents: A systematic review and meta‐analysis (2021)The Epidemiology of Major Depressive Disorder (2003)Understanding interobserver agreement: the kappa statistic. (2005)Lifetime Prevalence of Mental Disorders in U.S. Adolescents: Results from the National Comorbidity Survey Replication–Adolescent Supplement (NCS-A) (2010)Increases in Depressive Symptoms, Suicide-Related Outcomes, and Suicide Rates Among U.S. Adolescents After 2010 and Links to Increased New Media Screen Time (2017)Age, period, and cohort trends in mood disorder indicators and suicide-related outcomes in a nationally representative dataset, 2005–2017. (2019)Prevalence and socio-demographic correlates of psychological health problems in Chinese adolescents during the outbreak of COVID-19 (2020)Global, regional, and national incidence, prevalence, and years lived with disability for 301 acute and chronic diseases and injuries in 188 countries, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013 (2015)Mental health in elite athletes: International Olympic Committee consensus statement (2019) (2019)Prevalence of depressive disorders and treatment in China: a cross-sectional epidemiological study (2021)Time for united action on depression: a Lancet–World Psychiatric Association Commission (2022)Lifetime and 12-Month Prevalence of DSM-III-R Psychiatric Disorders in the United States (1994)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement (2010)Immediate Psychological Responses and Associated Factors during the Initial Stage of the 2019 Coronavirus Disease (COVID-19) Epidemic among the General Population in China (2020)Impact of COVID-19 pandemic on mental health in the general population: A systematic review (2020)Prevalence of stress, anxiety, depression among the general population during the COVID-19 pandemic: a systematic review and meta-analysis (2020)Measuring inconsistency in meta-analyses (2003)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Increased Levels of Anxiety Among Medical and Non-Medical University Students During the COVID-19 Pandemic in the United Arab Emirates (2020)Prevalence of anxiety in the COVID-19 pandemic: An updated meta-analysis of community-based studies (2020)Evidence of Human-Level Bonds Established With a Digital Conversational Agent: Cross-sectional, Retrospective Observational Study (2021)The Economic Burden of Adults With Major Depressive Disorder in the United States (2005 and 2010) (2015)Prevalence of Depression Symptoms in US Adults Before and During the COVID-19 Pandemic (2020)The outbreak of COVID-19 coronavirus and its impact on global mental health (2020)The Growing Burden of Major Depressive Disorders (MDD): Implications for Researchers and Policy Makers (2021)Major Depression and Its Recurrences: Life Course Matters (2022)The Economic Burden of Adults with Major Depressive Disorder in the United States (2019) (2023)The CES-D Scale (1977)Development and validation of a geriatric depression screening scale: A preliminary report (1982)The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research (1989)Detection of Depression-Related Posts in Reddit Social Media Forum (2019)Handbook of Religion and Health (2023)
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References

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  • 2021Root mean square error or mean absolute error? Use their ratio as well774 cited
  • 2014The Distress Analysis Interview Corpus of human and computer interviews591 cited

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2022
Natural language processing applied to mental illness detection: a narrative review
474 cited
  • 2020Global trends in the prevalence and incidence of depression:a systematic review and meta-analysis449 cited
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