Audit presentation/accessibility sensitivity without clinical inference

Creates a transparent presentation-review score from response time/dwell, revisit/entropy, pupil-effort proxies, and gaze quality. It is an experimental design/fairness audit only.

Usage

audit_presentation_accessibility(
  data,
  person = "person_id",
  rt = "rt_ms",
  dwell = "dwell_ms",
  revisits = "revisits",
  entropy = "aoi_entropy",
  pupil = "pupil_peak",
  gaze_validity = "valid_gaze_prop",
  review_quantile = 0.9
)

Arguments

data

Process data.

person

Person identifier.

rt, dwell, revisits, entropy, pupil, gaze_validity

Optional column names.

review_quantile

Quantile for a presentation-review flag.

Value

An object of class "eye_presentation_accessibility", stored as a named list, with components "table", "threshold", "review_quantile", "status", "caveat". It contains presentation/accessibility sensitivity without clinical inference and associated metadata or diagnostics needed to interpret the result.