{"id":"W4414107806","doi":"10.2196/63574","title":"Evaluation of the Comparative Efficacy of an Ayurvedic Formulation (Nimba-Amalakyadi Powder) vs Metformin in the Management of Type 2 Diabetes Mellitus: Protocol for a Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Natural Antidiabetic Agents Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metformin; Protocol (science); Diabetes mellitus; Type 2 Diabetes Mellitus; Type 2 diabetes; Clinical trial; Medication adherence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01001113,0.000151672,0.0004794469,0.0002796128,0.0001339076,0.00001472099,0.0004604058,0.00004223588,0.00002444376],"category_scores_gemma":[0.0004709544,0.00007881648,0.00007789287,0.001468382,0.0002293653,0.0001139382,0.0002274159,0.0002800183,0.000001055609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001386634,"about_ca_system_score_gemma":0.0002764197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001957759,"about_ca_topic_score_gemma":0.00003373948,"domain_scores_codex":[0.9950843,0.001494671,0.0007164431,0.0002795278,0.002100114,0.0003249158],"domain_scores_gemma":[0.9965051,0.0005710244,0.0002691749,0.0006279649,0.001996847,0.00002983104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08541072,0.1589207,0.3618075,0.06618202,0.007143156,0.00001006952,0.04439135,0.0005644694,0.04003494,0.0212343,0.009243801,0.205057],"study_design_scores_gemma":[0.02789673,0.02952182,0.8834945,0.007120249,0.0002051828,2.662272e-7,0.005233417,0.002804779,0.03801884,0.003325484,0.002245434,0.0001332845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3091482,0.000007686464,0.000002973227,0.0001615558,0.000003955086,0.6901244,0.000004075738,0.00000536264,0.0005418357],"genre_scores_gemma":[0.4537586,1.656939e-7,0.0001351724,0.000006266126,0.000009922862,0.5460196,0.000002933054,0.000005156269,0.0000621802],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.521687,"threshold_uncertainty_score":0.3469678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4408995437323692,"score_gpt":0.5964003576550637,"score_spread":0.1555008139226945,"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."}}