{"id":"W4410707791","doi":"10.3889/oamjms.2025.12001","title":"Unlocking the Potential Efficacy and Tolerability of Low Glycemic Index Therapy in Drug-Resistant Epilepsy among Children: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Open Access Macedonian Journal of Medical Sciences","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tolerability; Epilepsy; Drug; Meta-analysis; Glycemic; Intensive care medicine; Pharmacology; Internal medicine; Adverse effect; Psychiatry; Insulin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02623679,0.002409062,0.01960022,0.008691707,0.0006259677,0.004228766,0.002646974,0.002405391,0.002961688],"category_scores_gemma":[0.06211852,0.001360285,0.03261812,0.009282995,0.0009149043,0.002339922,0.001750499,0.001997201,0.0002368874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003681149,"about_ca_system_score_gemma":0.006637238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007742917,"about_ca_topic_score_gemma":0.01984962,"domain_scores_codex":[0.9848546,0.00753165,0.004603973,0.001029633,0.001594608,0.0003855916],"domain_scores_gemma":[0.9557076,0.03578461,0.004861344,0.001033779,0.002317134,0.000295542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008235733,0.00001863747,0.001951405,0.6137954,0.3671916,0.0001018317,0.0001097197,0.0003996052,0.0001613693,0.0002471086,0.0005775591,0.0146221],"study_design_scores_gemma":[0.0003485252,0.0001885359,0.002825672,0.09319081,0.8997348,0.0001046947,0.00006344542,0.0001953165,0.00014193,0.0003608345,0.002816062,0.00002937016],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001789154,0.9964529,0.0005093183,0.0002302101,0.0001080062,0.0003481597,0.0003239922,0.00001891776,0.000219363],"genre_scores_gemma":[0.08430672,0.9085844,0.003147274,0.0009324887,0.0002547767,0.001898622,0.0006192119,0.00002853033,0.0002279613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02623679,"threshold_uncertainty_score":0.138755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05141217257187405,"score_gpt":0.4015118372777909,"score_spread":0.3500996647059169,"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."}}