{"id":"W3043975377","doi":"10.3126/asta.v1i1.30275","title":"Quest for COVID-19 cure: integrating traditional herbal medicines in the modern drug paradigm","year":2020,"lang":"en","type":"article","venue":"Applied Science and Technology Annals","topic":"Phytochemicals and Medicinal Plants","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Pandemic; Medicine; Malaria; Coronavirus disease 2019 (COVID-19); Alternative medicine; Health care; Modernization theory; Drug; Psychological intervention; Drug development; Traditional medicine; Tuberculosis; Healthcare system; Intensive care medicine; Business; Political science; Pharmacology; Infectious disease (medical specialty); Nursing; Disease; Immunology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005614,0.0001094262,0.0002326085,0.0001413826,0.0001864479,0.00001313546,0.000263713,0.00009509483,0.000005968793],"category_scores_gemma":[0.001163724,0.00006699087,0.00001873535,0.0008433055,0.00122842,0.00006190132,0.00002982674,0.0003194214,0.000002140708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002183423,"about_ca_system_score_gemma":0.0004017749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006577383,"about_ca_topic_score_gemma":0.00000848813,"domain_scores_codex":[0.9988313,0.000007502936,0.0002022033,0.0003493385,0.0003214713,0.000288125],"domain_scores_gemma":[0.9993405,0.0002000459,0.0000586719,0.0001323017,0.00006180695,0.0002066307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007169119,0.0003204799,0.00321946,0.0003650924,0.00003748978,0.0001413653,0.01018432,0.000004194354,0.4211327,0.4519282,0.07699764,0.03495217],"study_design_scores_gemma":[0.004878062,0.001196568,0.001519679,0.0002702205,0.00009699629,0.0007067479,0.009912938,0.008243391,0.05975206,0.8505504,0.06240125,0.0004716892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3949075,0.0007962907,0.001664149,0.5989686,0.00004173835,0.0008986965,0.00002381056,0.0001051755,0.002593985],"genre_scores_gemma":[0.9548553,0.00007883366,0.0003210947,0.0444509,0.0001308187,0.0001400592,0.00001300543,0.000004245614,0.000005751037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5599477,"threshold_uncertainty_score":0.4526164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08515858934946713,"score_gpt":0.3444291152996963,"score_spread":0.2592705259502292,"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."}}