{"id":"W4416396968","doi":"10.1016/j.eplepsyres.2025.107694","title":"The utility of ketogenic diet therapy in the management of epileptic spasms: A systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Epilepsy Research","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; SickKids Foundation; Hospital for Sick Children; University of Toronto; McMaster University","funders":"McMaster University","keywords":"Ketogenic diet; Epilepsy; MEDLINE; Anticonvulsant; Clinical trial; Pharmacotherapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01685936,0.002460887,0.01805796,0.007572689,0.0006833623,0.003334437,0.002041751,0.002242511,0.002508718],"category_scores_gemma":[0.04249129,0.001411997,0.0342807,0.007414028,0.0007939466,0.001753718,0.001518206,0.00146695,0.0002314433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002587371,"about_ca_system_score_gemma":0.004391936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006252849,"about_ca_topic_score_gemma":0.01441705,"domain_scores_codex":[0.9874036,0.005978368,0.003932402,0.001048069,0.001302956,0.0003346701],"domain_scores_gemma":[0.9723364,0.02016807,0.004666424,0.0007632613,0.001797033,0.0002688811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001503074,0.00002888945,0.005445582,0.4481129,0.5314933,0.0001222907,0.00008134751,0.0004966339,0.0001974343,0.0001063215,0.0004236565,0.01198853],"study_design_scores_gemma":[0.0004392428,0.0002155283,0.004411197,0.04124252,0.9517371,0.00009256901,0.00004497051,0.0002064298,0.00009869664,0.000144722,0.001345418,0.00002163251],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004381036,0.9941052,0.0003850258,0.0002044036,0.0001209922,0.000243682,0.0003660531,0.00001796839,0.0001756457],"genre_scores_gemma":[0.181833,0.8120968,0.002593684,0.0009077708,0.0003409768,0.001227532,0.0007487906,0.00002956411,0.000221819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01805796,"threshold_uncertainty_score":0.08916193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558427580834184,"score_gpt":0.4355878365834928,"score_spread":0.2797450785000744,"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."}}