{"id":"W4406267913","doi":"10.47552/ijam.v15i4.5021","title":"A community-based study for evaluation of Ayurvedic formulations in the management of Osteoarthritis Knee","year":2025,"lang":"en","type":"article","venue":"International Journal of Ayurvedic Medicine","topic":"Phytochemicals and Medicinal Plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Medicine; Traditional medicine; Alternative medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007720803,0.0001254411,0.0005112253,0.0006285826,0.00003911516,0.000004038925,0.0004131583,0.00005442835,0.00005479019],"category_scores_gemma":[0.0009602536,0.00008084995,0.0001335465,0.0003643422,0.0001375577,0.00006941851,0.00003600768,0.0003645185,2.740294e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136762,"about_ca_system_score_gemma":0.0003003398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007342992,"about_ca_topic_score_gemma":0.00004789778,"domain_scores_codex":[0.996366,0.0003145308,0.001218005,0.00009716175,0.001875525,0.0001287612],"domain_scores_gemma":[0.9964202,0.0007710119,0.0006044226,0.0002627407,0.001881304,0.0000603127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02168108,0.02099916,0.2877984,0.005030403,0.009065953,0.0005656166,0.02161923,0.001416058,0.02428289,0.00587906,0.02069745,0.5809647],"study_design_scores_gemma":[0.1365387,0.01418035,0.7696112,0.02419361,0.005029592,0.0002296305,0.02851484,0.00320824,0.003150253,0.01116674,0.003943262,0.0002335343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853597,0.0008917628,0.003248465,0.005876419,0.0007475335,0.001388071,0.00002462196,0.00000393522,0.002459473],"genre_scores_gemma":[0.9983931,0.00005326596,0.0004560086,0.0007149653,0.0002128066,0.00005001069,0.00006882776,0.000007233597,0.00004378494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5807312,"threshold_uncertainty_score":0.3296965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07899586240080923,"score_gpt":0.4226666303296178,"score_spread":0.3436707679288086,"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."}}