BenchmarkValidator      Benchmark Validation System
PRISMAReporter          PRISMA-Compliant Report Generator
PubMedConnector         PubMed Database Connector
ReproducibilityManager
                        Search Reproducibility Manager
SearchAnalyzer          Search Strategy Analytics Engine
analysis_env            Create a Temporary Analysis Environment
auto_detect_columns     Auto-detect Column Mappings
bootstrap_compare       Bootstrap Comparison of Search Strategies
cache_manage            Manage Search Results Cache
calc_ci                 Calculate Confidence Intervals
calc_cosine             Calculate Cosine Similarity
calc_coverage           Calculate Coverage Metrics Across Databases
calc_efficiency         Calculate Search Efficiency Metrics
calc_jaccard            Calculate Jaccard Similarity
calc_precision_recall   Calculate Precision and Recall Metrics
calc_sample_size        Power Analysis for Search Strategy Evaluation
calc_search_stats       Calculate Search Result Statistics
calc_strategy_comparison
                        Calculate Strategy Comparison Metrics
calc_temporal_coverage
                        Calculate Temporal Coverage Metrics
calc_tes                Calculate Term Effectiveness Score
calc_text_sim           Calculate Text Similarity
check_deps              Utility Functions for searchAnalyzeR Package
chunk_process           Process Large Dataset in Chunks
clean_col_names         Clean Column Names
clean_text              Clean Text Fields
compare_strategies      Benchmark Testing Framework for Search
                        Strategies
compare_terms           Compare Terms Across Strategies
complete_search_workflow
                        Complete Search and Analysis Workflow
create_analysis_template
                        Create Analysis Template Script
create_data_dictionary
                        Create Data Dictionary
create_data_package     Create Data Package for Sharing
create_package_manifest
                        Create Package Manifest
create_package_readme   Create Package README
create_prisma           Create PRISMA Flow Diagram with Proper Spacing
                        and Text Enclosure
create_progress_bar     Create Progress Bar for Long Operations
create_strategy         Create Default Search Strategy Template
create_summary          Create Summary Statistics Table
cv_strategy             Cross-Validation Framework for Search
                        Strategies
detect_doi_dupes        Detect DOI-based Duplicates
detect_dupes            Detect and Remove Duplicate Records
detect_exact_dupes      Detect Exact Duplicates
detect_fuzzy_dupes      Detect Fuzzy Duplicates
export_metrics          Export Analysis Metrics
export_metrics_csv      Export Metrics to CSV
export_metrics_json     Export Metrics to JSON
export_metrics_xlsx     Export Metrics to Excel
export_results          Export Utilities for Search Analysis Results
export_to_bibtex        Export to BibTeX Format
export_to_csv           Export to CSV Format
export_to_endnote       Export to EndNote Format
export_to_ris           Export to RIS Format
export_to_xlsx          Export to Excel Format with Multiple Sheets
export_validation       Export Validation Results
export_validation_csv   Export Validation Results to CSV
export_validation_json
                        Export Validation Results to JSON
export_validation_xlsx
                        Export Validation Results to Excel
extract_screening       Extract Screening Data Structure
find_top_terms          Find Top Performing Terms
format_numbers          Format Numbers for Display
gen_repro_seed          Generate Reproducible Random Seed
get_pkg_versions        Extract Package Version Information
is_empty                Check if Object is Empty
mem_cleanup             Clean up Search Analysis Objects to Free Memory
mem_monitor             Monitor Memory Usage During Function Execution
mem_usage               Get Current Memory Usage
merge_results           Merge Search Results from Multiple Sources
meta_analyze            Meta-Analysis of Benchmark Results
opt_df                  Memory-Efficient Data Frame
plot_db_performance     Create Database Performance Comparison
plot_keyword_eff        Create Keyword Effectiveness Analysis Plot
plot_overview           Visualization Functions for Search Strategy
                        Analysis
plot_pr_curve           Create Precision-Recall Curve
plot_sensitivity        Create Sensitivity Analysis Heatmap
plot_temporal           Create Temporal Coverage Plot
plot_term_effectiveness
                        Plot Term Effectiveness Results
print.term_comparison   Print Method for Term Comparison
print.term_effectiveness
                        Print Method for term_effectiveness Objects
rename_columns          Rename Columns Based on Mapping
run_benchmarks          Benchmark Suite Execution
safe_divide             Safe Division Function
safe_list_to_df         Convert List to Data Frame Safely
search_multiple_databases
                        Search Multiple Databases
search_pubmed           Search PubMed and Retrieve Articles
simulate_search_execution
                        Simulate Search Strategy Execution
standardize_date        Standardize Date Formats
std_cochrane_results    Standardize Cochrane Results
std_embase_results      Standardize Embase Results
std_generic_results     Standardize Generic Results
std_pubmed_results      Standardize PubMed Results
std_scopus_results      Standardize Scopus Results
std_search_results      Standardize Search Results Format
std_wos_results         Standardize Web of Science Results
stream_file             Stream Process Large Files
term_effectiveness      Analyze Term Effectiveness in Search Results
validate_date_range     Validate Date Range
validate_strategy       Validate Search Strategy Object
