{"id":"W4414879868","doi":"10.3389/fphar.2025.1619589","title":"Efficacy of botanical extracts for knee osteoarthritis: a network meta-analysis of randomized controlled trials","year":2025,"lang":"en","type":"review","venue":"Frontiers in Pharmacology","topic":"Pharmacological Effects of Medicinal Plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Clinical trial; MEDLINE; Rheumatoid arthritis; N of 1 trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03823339,0.004421805,0.02602306,0.01185004,0.0009723156,0.004513543,0.003531267,0.003158247,0.005676307],"category_scores_gemma":[0.07876651,0.002133046,0.05634557,0.00975838,0.0009914979,0.003335859,0.002830743,0.002731229,0.0004666014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003605274,"about_ca_system_score_gemma":0.003832365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005414501,"about_ca_topic_score_gemma":0.009620841,"domain_scores_codex":[0.9547957,0.03042606,0.00777064,0.003482531,0.002777917,0.0007471561],"domain_scores_gemma":[0.9379273,0.04983647,0.00733552,0.001870178,0.002405916,0.0006245758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003057425,0.00002451294,0.003320117,0.119986,0.8684862,0.00007279081,0.0000398503,0.0005460946,0.00009723002,0.0001043774,0.0002232462,0.004042163],"study_design_scores_gemma":[0.001085451,0.0001699006,0.001620954,0.006370142,0.9896124,0.0000428595,0.00002188596,0.0003649302,0.00004628502,0.0002014576,0.0004488285,0.00001494866],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0107959,0.9827194,0.002881233,0.0004365357,0.0003761994,0.001236057,0.001004084,0.00009347904,0.0004571224],"genre_scores_gemma":[0.477589,0.4967839,0.01367318,0.001682294,0.0005616372,0.00673249,0.002204414,0.0001358036,0.0006373756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03823339,"threshold_uncertainty_score":0.2021999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181750052807296,"score_gpt":0.4510395625927569,"score_spread":0.3328645573120272,"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."}}