PsyProxy Machinery
PsyProxy projects raw text into low-dimensional lenses — each lens is a curated bank of psychometric, social, or behavioral proxies. A regression on these proxies is the PsyProxy "system" you see compete in our benchmarks. This page lists the four lenses we ship today, with dimension counts, training scope, and sample dimensions per lens.
Lens roster
Lens ID Display name Version Dimensions BehavioralMedicinev3 Health Lens v0.9 1,100 AllPsychology Behavioral Sciences Lens v0.5 1,000 FinlandNorway Social Economics Lens v0.5 1,000 InformationSystems Technology Lens v0.5 800
Lens detail (sample dimensions per lens)
Health Lens · v0.9 BehavioralMedicinev3 · 1,100 dimensions The Health Lens. Sentence-level proxies for physical and mental health constructs (depression, anxiety, substance use, physical functioning, social support, etc.). The most heavily exercised lens in our benchmark suite. Random sample of 12 dimensions: Dim 286 · Noise Sensitivity Dim 475 · Substance Use Involvement Dim 645 · Self-Blame Dim 338 · Relationship Strain Dim 227 · Cardiometabolic Risk Dim 661 · Impulsivity Dim 995 · Substance Use Preoccupation Dim 294 · Occupational Fit Dim 562 · Change Resistance Dim 302 · Traumatic Exposure Dim 468 · Sexual Well-Being Dim 121 · Panic Symptoms Behavioral Sciences Lens · v0.5 AllPsychology · 1,000 dimensions A broad behavioral-sciences lens spanning emotion, cognition, social behavior, personality, and motivation — 1,000 dimensions covering the union of psych-construct families. Random sample of 12 dimensions: Dim 39 · Luck Attribution Dim 592 · Disposition Dim 153 · Interconnectedness Dim 883 · Sadness Dim 694 · Driver Aggression Dim 776 · Vaccination Intentions Dim 923 · Weight Bias Dim 524 · Cultural Identity Conflict Dim 511 · Future Outcomes Dim 468 · Tolerance Dim 588 · Strategic Alignment Dim 702 · Supplier Dependence Social Economics Lens · v0.5 FinlandNorway · 1,000 dimensions A social-economics lens trained from Finnish/Norwegian register data. Captures economic-behavior constructs (consumption, work, finance, household). Random sample of 12 dimensions: Dim 888 · LeadershipTasks Dim 898 · Debt Dim 670 · Referendum Decision-Making Dim 665 · Online Learning Involvement Dim 309 · ElderlyChallenges Dim 94 · BookingMethod Dim 943 · Sociodemographic Profile Dim 410 · Relationship Closeness Dim 488 · Diaconal Engagement Dim 248 · Workplace Cohesion Dim 312 · Prejudi
Dimension browser — Health Lens (1,100 dimensions)
Searchable list of every Health Lens proxy. Each row links to its dimension page; from there, "View evidence" opens the per-dimension LIME-style evidence page with top-loading items, band labels, and Excitement Index. Use Ctrl/⌘-F inside the iframe to filter by name or definition. To open the browser in a full window: open in new tab ↗ . generated 2026-05-10 03:51 UTC by build_psyproxy_machinery_page.py