Clinical anonymization

• ◦Export trial data to CSV formatin 11 of 147, across 2 files
• ◦Retrieve trial details using an NCT IDin 11 of 147, across 2 files
• ◦Split clinical datasets strictly by patientin 11 of 147, across 3 files
• ◦Use the ClinicalTrials.gov API v2in 10 of 147, across 1 file
• ◦Search trials by condition, drug, location, status or phasein 10 of 147, across 1 file
• ◦Use maximum page size for bulk data retrievalin 10 of 147, across 1 file
• ◦Extract and summarize key study informationin 10 of 147, across 1 file
• ◦Combine multiple filters for targeted searchesin 10 of 147, across 1 file
• ◦Print and review dataset statistics before modelingin 8 of 147, across 1 file
• ◦Start model development with simple baselinesin 8 of 147, across 1 file
• ◦Match preprocessing processors directly to data typesin 8 of 147, across 1 file
• ◦Monitor validation metrics for task type and class imbalancein 8 of 147, across 1 file

Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.