Man pages for rtransparency
Identifies Indicators of Transparency

rt_accuracyDetector accuracy estimates
rt_aiIdentify disclosure of generative-AI use from a TXT file.
rt_ai_pmcIdentify disclosure of generative-AI use from a PMC XML file.
rt_allIdentify and extract transparency statements from a TXT file.
rt_all_pmcIdentify and extract all transparency indicators from a PMC...
rt_all_pmc_dirIdentify transparency indicators across many PMC XML files.
rt_coiIdentify and extract Conflicts of Interest (COI) statements...
rt_coi_pmcIdentify and extract Conflicts of Interest (COI) statements...
rt_data_codeIdentify and extract Data and Code statements in TXT files.
rt_data_code_pmcIdentify and extract Data and Code sharing from PMC XML...
rt_data_code_pmc_listIdentify and extract Data and Code sharing from a list of PMC...
rt_demoSimulated transparency indicators for a corpus of articles
rt_fundIdentify and extract Funding statements in TXT files.
rt_fund_pmcIdentify and extract Funding statements in PMC XML files.
rt_meta_pmcExtract article metadata from a PMC XML file.
rt_noveltyIdentify whether a study claims novelty in TXT files.
rt_novelty_pmcIdentify and extract novelty claims in PMC XML files.
rt_plotPlot transparency indicators
rtransparency-packagertransparency: Identify indicators of transparency in the...
rt_read_pdfConvert a PDF file to text.
rt_registerIdentify and extract Registration statements in TXT files.
rt_register_pmcIdentify and extract Conflicts of Interest statements in PMC...
rt_replicationIdentify whether a study includes a replication component in...
rt_replication_pmcIdentify and extract replication components in PMC XML files.
rt_scoreCount the transparency indicators met by each article
rt_summarySummarize transparency indicators across a corpus of articles
rtransparency documentation built on July 1, 2026, 9:07 a.m.