{"id":"W2225741418","doi":"10.14740/jnr.v5i6.356","title":"Evidence for Efficacy of Combination of Antiepileptic Drugs in Treatment of Epilepsy","year":2015,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lamotrigine; Felbamate; Topiramate; Medicine; Levetiracetam; Gabapentin; Tolerability; Epilepsy; Clinical efficacy; Drug; Combination therapy; Vigabatrin; Pharmacology; Anticonvulsant; Adverse effect; Internal medicine; Psychiatry; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00282075,0.0001024251,0.0007231145,0.0009652703,0.00002089924,0.000003406397,0.0001857838,0.0001065169,0.00001997952],"category_scores_gemma":[0.003223238,0.00007316934,0.0001956771,0.0004954276,0.0003973799,0.00009660396,0.00004338432,0.0003224766,0.000002771868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266687,"about_ca_system_score_gemma":0.0008536209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009404396,"about_ca_topic_score_gemma":0.00001112141,"domain_scores_codex":[0.9970737,0.0006393175,0.0008314883,0.0001671705,0.0009385038,0.0003498041],"domain_scores_gemma":[0.9940641,0.003172323,0.0003798049,0.0002826571,0.001865289,0.0002358295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02947089,0.006657777,0.9299335,0.0003247191,0.0002437362,0.0002603533,0.001330614,0.00003925197,0.01862267,0.0002191528,0.0008174866,0.01207983],"study_design_scores_gemma":[0.02319074,0.1150432,0.8272963,0.0004479947,0.0001038947,0.0001986192,0.0002599062,0.000442123,0.03154543,0.001202097,0.0002129013,0.00005674122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930523,0.00196307,0.00001653736,0.003910338,0.0001005445,0.0007960876,0.000005874676,0.000001810303,0.0001534124],"genre_scores_gemma":[0.9979213,0.00158481,0.000273291,0.00001359795,0.00006178479,0.00001767432,0.000002951145,0.00001299834,0.0001116225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083855,"threshold_uncertainty_score":0.385875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.304596993019097,"score_gpt":0.4885294704928286,"score_spread":0.1839324774737316,"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."}}