Extract decisions from PDF inputs

extract_decisions()

Extract decisions from PDF inputs via LLM

edit_decisions()

Edit Decisions in Shiny App

as_decision_tbl()

Create the decision table object

Pre-process

filter_papers() filter_var_type()

Subset the decision table by the most common variable-type and the paper

count_paper_decisions() count_paper_pair_decisions() count_variable_type() skim_variable_binary()

Small functions to summarize the decision table for pre-processing

Calculate paper similarity and diagnostics

calc_decision_similarity() compute_text_embed() calc_paper_similarity()

Calculate decision and paper similarity score

diag_decision_ppp() view_pairs()

Diagnostics and inspection functions for paper similarity calculation

Cluster and visualization

to_dist_mtx() run_hclust() run_mds()

Wrapper for hierarchical clustering and Multi-Dimensional Scaling (MDS)

Misc

pivot_decision_tbl_wider() pivot_decision_tbl_longer()

Convert the decision table into long or wide format

gen_paper_grid()

Generate pairwise grid for papers