{"id":"W4376131947","doi":"10.2196/44295","title":"Psychological Support Strategies for Adults With Type 2 Diabetes in a Very Low–Carbohydrate Web-Based Program: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Glycemic; Medicine; Type 2 diabetes; Randomized controlled trial; Metformin; Overweight; Weight loss; Glycemic index; Diabetes mellitus; Physical therapy; Internal medicine; Obesity; Endocrinology","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":[0.001881472,0.001265576,0.003883796,0.0008423144,0.0007754117,0.001299865,0.001139414,0.002349862,0.009148331],"category_scores_gemma":[0.003223106,0.0007039781,0.002933862,0.0008148999,0.0008402542,0.0009933435,0.0008327322,0.002679563,0.0006955317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009188701,"about_ca_system_score_gemma":0.001583043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003358023,"about_ca_topic_score_gemma":0.004969759,"domain_scores_codex":[0.9985812,0.0007162757,0.0001786759,0.0002319628,0.0001311872,0.0001607549],"domain_scores_gemma":[0.9988015,0.0004323024,0.0002535502,0.00007411171,0.00008930505,0.0003493441],"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":[0.9506985,0.01667892,0.0006999775,0.003805498,0.00335121,0.00004070651,0.00007380226,0.0002307859,0.0004698634,0.0001039156,0.0006471623,0.02319966],"study_design_scores_gemma":[0.9784279,0.01870847,0.0011803,0.0002024965,0.0008621339,0.000008628572,0.00002643543,0.0002123137,0.0000646729,0.00005985328,0.0002389893,0.000007747721],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503052,0.01618939,0.001456247,0.001391851,0.002045935,0.02324084,0.002012127,0.0002953749,0.003063076],"genre_scores_gemma":[0.9450355,0.007901767,0.00469438,0.001911087,0.00107269,0.03558372,0.0008893135,0.00002306281,0.002888529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009148331,"threshold_uncertainty_score":0.03060418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698335696651553,"score_gpt":0.3178653295928945,"score_spread":0.3008819726263789,"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."}}