{"id":"W2130537974","doi":"10.18433/j32k5b","title":"Innovations in Epilepsy Management – An Overview","year":2013,"lang":"en","type":"review","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tolerability; Medicine; Epilepsy; Intensive care medicine; Clinical trial; Antiepileptic drug; Pharmacology; Adverse effect; Psychiatry; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001416447,0.0009193706,0.0009354749,0.003735085,0.0005119631,0.002041157,0.000940848,0.001774311,0.004958383],"category_scores_gemma":[0.001746669,0.0002792727,0.0007297572,0.00289611,0.0007752968,0.002761333,0.001500749,0.002692933,0.00212442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437703,"about_ca_system_score_gemma":0.001809607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096882,"about_ca_topic_score_gemma":0.001817448,"domain_scores_codex":[0.9992544,0.0001975185,0.0001194846,0.0001009782,0.0002400103,0.00008757944],"domain_scores_gemma":[0.9990081,0.0005360383,0.0001250391,0.00002220853,0.0001814133,0.0001271925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005975462,0.000124975,0.0005013361,0.006776266,0.00005287815,0.00045016,0.0001490887,0.0003529841,0.0002654906,0.006982516,0.03609796,0.9481865],"study_design_scores_gemma":[0.00002298774,0.0002334751,0.002068967,0.01402124,0.00007876159,0.004495094,0.000298538,0.0003059396,0.0001904236,0.009290536,0.968958,0.00003602012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004955476,0.9888592,0.0005781343,0.004254411,0.0009018909,0.00001931245,0.0000223424,0.0000260173,0.004843245],"genre_scores_gemma":[0.001758783,0.994624,0.0005973665,0.001137162,0.0011361,0.00001442094,0.00003494706,0.000004531778,0.0006926437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004958383,"threshold_uncertainty_score":0.0165875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4159967140838777,"score_gpt":0.5699950014409964,"score_spread":0.1539982873571186,"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."}}