{"id":"W2013815347","doi":"10.1055/s-2009-1216395","title":"Botanicals and NMR-based Metabolomics: A Perfect Holistic Match","year":2009,"lang":"en","type":"article","venue":"Planta Medica","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"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; Chinese Academy of Sciences; Kurukshetra University; University of Illinois at Chicago; 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; 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":"Metabolomics; Medicinal plants; Biotechnology; Quality (philosophy); Drug discovery; Traditional medicine; Biology; Computational biology; Biochemical engineering; Medicine; Pharmacology; Bioinformatics; 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":[0.004708574,0.0007097289,0.002082672,0.0004972218,0.0005601269,0.001436769,0.0005043465,0.001904996,0.006505875],"category_scores_gemma":[0.002031763,0.0005131628,0.0008010151,0.0004172394,0.0008916644,0.001445354,0.001105485,0.001828023,0.0008066011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003236694,"about_ca_system_score_gemma":0.0009741297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535532,"about_ca_topic_score_gemma":0.0006771878,"domain_scores_codex":[0.9989551,0.0006021293,0.00006421891,0.00009860051,0.0002033721,0.00007648837],"domain_scores_gemma":[0.9995195,0.0001733681,0.00006438776,0.00008181008,0.0000548353,0.0001062018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.2099921,0.01510586,0.007359651,0.006273829,0.001976666,0.0005145501,0.0004645741,0.0009545469,0.146699,0.01152363,0.008875931,0.5902597],"study_design_scores_gemma":[0.1023667,0.5804053,0.05798617,0.002269968,0.004419551,0.001975298,0.0009905685,0.002620531,0.04669243,0.03316184,0.1667353,0.0003763266],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6972385,0.1226834,0.06565168,0.05293719,0.007569397,0.01783188,0.002402411,0.0005172359,0.03316829],"genre_scores_gemma":[0.8444967,0.04343756,0.06214162,0.02198539,0.003261673,0.00834017,0.0008164088,0.0001183975,0.01540206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006505875,"threshold_uncertainty_score":0.02490163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456189232752178,"score_gpt":0.2665699189914055,"score_spread":0.2520080266638837,"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."}}