{"id":"W4390330004","doi":"10.54434/candj.161","title":"Herbal Medicine and COVID-19: An Umbrella Review","year":2023,"lang":"en","type":"article","venue":"CAND Journal","topic":"Medicinal Plants and Bioactive Compounds","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian College of Naturopathic Medicine","funders":"","keywords":"Medicine; Traditional medicine; Alternative medicine; Systematic review; Coronavirus disease 2019 (COVID-19); Psychological intervention; Naturopathy; Curcuma; Narrative review; MEDLINE; Intensive care medicine; Disease; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006057313,0.00008889982,0.0001451213,0.00003792265,0.0001382068,0.00001473843,0.00009541262,0.00005102296,0.0002338094],"category_scores_gemma":[0.0003785287,0.00005850313,0.00002805845,0.00008348972,0.0001642874,0.000003002513,0.00003368257,0.000115295,0.000004673267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001204977,"about_ca_system_score_gemma":0.0001707866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001928023,"about_ca_topic_score_gemma":0.00001573185,"domain_scores_codex":[0.9993367,0.00006603575,0.0001583138,0.0001532582,0.0001291792,0.0001565356],"domain_scores_gemma":[0.999176,0.00001571027,0.00006794831,0.0001084522,0.00004901874,0.0005828366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001279792,0.00001717225,0.002037104,0.0004666962,0.00007771156,0.0002991718,0.0001096656,0.000003389255,0.090808,0.00009497058,0.8765364,0.02942173],"study_design_scores_gemma":[0.000812764,0.0005636369,0.001135213,0.0003668866,0.00004338547,0.002295305,0.000299804,0.00002955601,0.0004247676,0.0001771524,0.9937206,0.0001309399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6239543,0.2733282,0.001988777,0.08530398,0.0016348,0.0004193077,0.00005954858,0.00005849825,0.01325253],"genre_scores_gemma":[0.6294014,0.3231421,0.00007600168,0.03897962,0.004629252,0.000005079748,0.0002199125,0.00002627756,0.003520313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171842,"threshold_uncertainty_score":0.2560049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08172644166443052,"score_gpt":0.3827455361373467,"score_spread":0.3010190944729162,"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."}}