{"id":"W2070121435","doi":"10.1055/s-2009-1216408","title":"Quality Evaluation and Quality Control of Botanicals and Traditional Chinese Medicine","year":2009,"lang":"en","type":"article","venue":"Planta Medica","topic":"Traditional Chinese Medicine Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; Agricultural Research Service; University of British Columbia; University of Illinois at Urbana-Champaign; National Oceanic and Atmospheric Administration; U.S. Food and Drug Administration; National Science Foundation of Sri Lanka; University of Colombo; U.S. Department of Agriculture; Western Carolina University; International Science Council; Chinese Academy of Sciences; Kurukshetra University; National Center for Complementary and Alternative Medicine; China Academy of Traditional Chinese Medicine; National Institutes of Health; National Center for Research Resources; National Institute of Allergy and Infectious Diseases; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Hong Kong Polytechnic University; National Science Foundation; Deutsche Krebshilfe; National Natural Science Foundation of China; Tata Trusts; University Grants Commission; Wake Forest University","keywords":"Quality (philosophy); Computer science; Process (computing); Control (management); Software; Extraction (chemistry); Identification (biology); Process engineering; Reliability engineering; Artificial intelligence; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1508639,0.0008222152,0.002380903,0.002065251,0.001477926,0.002306152,0.00160196,0.001693498,0.002396369],"category_scores_gemma":[0.1209801,0.0005399014,0.002224488,0.003303945,0.002785283,0.0008423043,0.001091505,0.001219927,0.0002931209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004197462,"about_ca_system_score_gemma":0.006453545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932141,"about_ca_topic_score_gemma":0.002327726,"domain_scores_codex":[0.8214365,0.1303554,0.01522261,0.004915449,0.02640164,0.001668394],"domain_scores_gemma":[0.8949396,0.02928248,0.03215565,0.01439856,0.02666842,0.002555322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.198995,0.004425801,0.06779538,0.0158669,0.007832604,0.0001571812,0.003594641,0.001473897,0.01961366,0.009167226,0.01021891,0.6608588],"study_design_scores_gemma":[0.08195611,0.1853341,0.4972217,0.005517567,0.01758558,0.0007277984,0.001241998,0.009402661,0.04747326,0.008406843,0.1446415,0.0004908455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5103168,0.1177255,0.1263676,0.008360422,0.004209573,0.2046134,0.00409707,0.00092796,0.02338163],"genre_scores_gemma":[0.8972623,0.007952692,0.05426458,0.002206676,0.001263289,0.03295113,0.00117079,0.0001172839,0.002811182],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1508639,"threshold_uncertainty_score":0.7978539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08318644738838972,"score_gpt":0.3883965520628689,"score_spread":0.3052101046744792,"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."}}