Generate a TRIPOD+AI-aligned clinical model report

Renders a reproducible report summarizing model fit, validation, sensitivity analysis, and pipeline review, aligned with TRIPOD+AI reporting guidance. Supports both binary classification and survival models. This is a drafting aid, not a certified compliance tool.

Usage

tr_tripod_report(
  model,
  model_type = c("classification", "survival"),
  validation = NULL,
  review = NULL,
  sensitivity = NULL,
  recommendation = NULL,
  output_file = file.path(tempdir(), "triageR_report"),
  format = c("html", "docx")
)

Arguments

model

A fitted triageR_model or triageR_survival_model object.

model_type

Character. Either "classification" (default) or "survival". Must match the type of model supplied.

validation

Optional validation object: a triageR_validation (from tr_validate()) for classification models, or a triageR_survival_validation (from tr_validate_survival()) for survival models.

review

Optional triageR_review object from tr_agent_review().

sensitivity

Optional triageR_sensitivity object from tr_sensitivity(). Not currently supported for survival models.

recommendation

Optional character string from tr_recommend_method().

output_file

Character. File path (without extension) to save the report to. Defaults to a file in tempdir(). Set explicitly (e.g. file.path("my_folder", "report")) to save elsewhere.

format

Character. Either "html" (default) or "docx".

Value

Invisibly returns the path to the rendered report file.

Examples

if (FALSE) { # \dontrun{
tr_tripod_report(model, validation = val, review = rev,
  output_file = file.path(tempdir(), "report"))
} # }