Datasets·Medicine·depanx_zav_199

Depression vs Anxiety sentence-level, ZAV-coded

Depression vs Anxiety (ZAV-199) . PsyProxy quantitative evaluation. The excerpts reveal a profound exploration of **mental health** struggles, particularly focusing on **anxiety**, **depression**, and feelings of **isolation**. Many individuals express a sense of **worthlessness** and **self-loathing**, grappling with their inability to connect with others or manage their emotions effectively. The tone is often raw and vulnerable, highlighting themes of **relationship** difficulties, the impact of **trauma**, and the quest for **validation** and support. Recurring topics include the challenges of **social anxiety**, the burden of past experiences, and the longing for understanding and connection amidst overwhelming feelings of despair and loneliness. [Summary on 50 random texts by ChatGPT 4o Mini].

Distribution of Depression vs Anxiety (binary, ZAV-199)
1
2
87 at floor112 at ceiling
199
items
40
holdout n
Depression vs Anxiety (binary, ZAV-199)
target
Binary
kind
4
systems compared
Criterion validity

Reported holdout systems from the verified card

Binary classification uses FVE as the task-primary metric. Secondary columns keep the companion metrics visible so binary, ordinal, regression, and multiclass cards are not compared through one flattened score.

Model-family mix
PsyProxy · 4
SystemFamilyVariantFVEAUCF1Primary scale
psyproxyPsyProxy — Sociology Lens v0.5 · 1000d
PsyProxypermissive0.6870.9740.936
psyproxyPsyProxy — Technology Lens v0.5 · 800d
PsyProxypermissive0.6860.9670.958
psyproxyPsyProxy — Health Lens v0.9 · 1100d
PsyProxypermissive0.5680.9360.833
psyproxyPsyProxy — Behavioral Sciences Lens v0.5 · 1000d
PsyProxypermissive0.4350.9080.826