{"id":"W2911569592","doi":"10.2196/12081","title":"Effectiveness of Low Glycemic Index Diet Consultations Through a Diet Glycemic Assessment App Tool on Maternal and Neonatal Insulin Resistance: A Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Medicine; Glycemic; Insulin resistance; Overweight; Gestational diabetes; Glycemic index; Randomized controlled trial; Gestation; Obstetrics; Pregnancy; Internal medicine; Insulin; Body mass index","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":[0.003158932,0.002076253,0.00514938,0.0007831794,0.001011859,0.001679261,0.001473582,0.003735491,0.01011263],"category_scores_gemma":[0.006383081,0.001005436,0.003914045,0.0008610216,0.001484644,0.001661389,0.0009185467,0.003696851,0.0007715762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516949,"about_ca_system_score_gemma":0.001977668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860444,"about_ca_topic_score_gemma":0.003404139,"domain_scores_codex":[0.9969653,0.001575139,0.0003590956,0.0005061196,0.0002743688,0.0003199667],"domain_scores_gemma":[0.9972146,0.00119095,0.0006898263,0.0001653092,0.0002009796,0.0005383046],"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":[0.9708859,0.0131042,0.0006229201,0.002277486,0.002235014,0.00002971949,0.00006935431,0.0001165675,0.0002871506,0.0000584984,0.0004170542,0.009896038],"study_design_scores_gemma":[0.9574106,0.03843324,0.001529521,0.0002604513,0.001688702,0.0000106548,0.00003828431,0.0002038368,0.00009296626,0.00009315708,0.0002248895,0.00001364494],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663459,0.01231276,0.000794718,0.001330029,0.001444887,0.01384615,0.001319137,0.0001548564,0.002451548],"genre_scores_gemma":[0.9487314,0.00654766,0.003086019,0.00166679,0.001184915,0.03545512,0.0008726412,0.00002834148,0.002427189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011263,"threshold_uncertainty_score":0.03383017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480516930985917,"score_gpt":0.3619446232872055,"score_spread":0.3471394539773464,"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."}}