{"id":"W4417231172","doi":"10.2196/79855","title":"Effectiveness of Metformin Prolonged-Release Formulation on Achievement of Optimal Glycemic Control in Gestational Diabetes Mellitus: Protocol for a Pilot, Randomized, Double-Blind, Clinical Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glycemic; Metformin; Clinical trial; Protocol (science); Gestational diabetes; Diabetes mellitus; Research design; Continuous glucose monitoring","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02082599,0.005623606,0.01013805,0.001995611,0.002824359,0.003163608,0.003207695,0.006498787,0.04252012],"category_scores_gemma":[0.02143346,0.00244939,0.004575365,0.002417348,0.003394934,0.002766088,0.001619987,0.006241442,0.007317543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003163966,"about_ca_system_score_gemma":0.01249573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105219,"about_ca_topic_score_gemma":0.002342427,"domain_scores_codex":[0.987456,0.007240912,0.001497842,0.001117726,0.001344676,0.001342837],"domain_scores_gemma":[0.9878115,0.002613158,0.003031677,0.001437348,0.00295552,0.002150816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9597821,0.01244567,0.0004226175,0.006967645,0.000876768,0.0001042004,0.0001565159,0.000829545,0.001631155,0.001043255,0.004280062,0.01146051],"study_design_scores_gemma":[0.9565287,0.03173987,0.001006717,0.0008399352,0.0005122536,0.00003330975,0.00004703116,0.0007519891,0.0004403322,0.0005813837,0.007469819,0.00004875346],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004868886,0.0003439776,0.0008867949,0.0002092638,0.0003708836,0.991738,0.0006676672,0.00009170378,0.0008226765],"genre_scores_gemma":[0.00520859,0.0002518994,0.001617034,0.0001955166,0.00008842375,0.9920243,0.0001924727,0.000005655033,0.0004161493],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04252012,"threshold_uncertainty_score":0.1422439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2056821930412012,"score_gpt":0.5610743320521407,"score_spread":0.3553921390109396,"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."}}