{"id":"W3215688322","doi":"10.3389/fphar.2021.761551","title":"HPLC-DAD Fingerprints Combined With Multivariate Analysis of Epimedii Folium From Major Producing Areas in Eastern Asia: Effect of Geographical Origin and Species","year":2021,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Medicinal Plant Pharmacodynamics Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"European Regional Development Fund","keywords":"Epimedium; Icariin; Folium of Descartes; Traditional medicine; High-performance liquid chromatography; Berberidaceae; Multivariate statistics; Biology; Chemistry; Medicine; Chromatography; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002721097,0.0004125481,0.0002552709,0.001156392,0.000200482,0.0003572243,0.0001277308,0.0002198045,0.0005420635],"category_scores_gemma":[0.0004190131,0.000088678,0.0003283422,0.0009119087,0.0001765016,0.0002057766,0.0002053283,0.0002467033,0.00009620143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193305,"about_ca_system_score_gemma":0.0001509066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00233076,"about_ca_topic_score_gemma":0.003242725,"domain_scores_codex":[0.9998649,0.00002222378,0.00001378351,0.00003858617,0.00004433058,0.00001605468],"domain_scores_gemma":[0.9998178,0.00004799781,0.00005965323,0.00001002225,0.0000449863,0.00001964895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001894525,0.00008131389,0.05247623,0.0002035376,0.0001165433,0.000199825,0.0002103738,0.0002939392,0.9120666,0.00006206847,0.00007190208,0.03402824],"study_design_scores_gemma":[0.00001003319,0.0002987586,0.8577074,0.00001971987,0.0002263474,0.0008131633,0.0003315855,0.00298782,0.135897,0.00006922449,0.001606533,0.00003250473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952755,0.000643106,0.002978201,0.00003222169,0.000004588254,0.00002426716,0.0005472613,0.00003214588,0.0004626882],"genre_scores_gemma":[0.9874084,0.0005184896,0.01077376,0.00005377899,0.000007473594,0.00002373091,0.0008632005,0.000009834494,0.0003413453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00233076,"threshold_uncertainty_score":0.00463444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03990367657627357,"score_gpt":0.3944743741416634,"score_spread":0.3545706975653898,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}