{"id":"W2889400904","doi":"10.4103/jnrp.jnrp_110_18","title":"The Effect of Statins in Epilepsy: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"Journal of Neurosciences in Rural Practice","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epilepsy; Neuroinflammation; Neuroprotection; MEDLINE; Animal studies; Bioinformatics; Intensive care medicine; Pharmacology; Inflammation; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01057102,0.0002644719,0.002961958,0.0003517131,0.00006749127,0.00005599645,0.0006127311,0.00007453456,0.000007284368],"category_scores_gemma":[0.05039113,0.0001086649,0.0005012013,0.001266909,0.0003250426,0.0004110616,0.00008343424,0.001056728,0.00001540724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031115,"about_ca_system_score_gemma":0.0007256927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002066683,"about_ca_topic_score_gemma":0.000009284971,"domain_scores_codex":[0.9918067,0.004199916,0.002195077,0.0001865728,0.001266297,0.0003454167],"domain_scores_gemma":[0.9826475,0.01315338,0.003387748,0.0004166782,0.0002341566,0.0001605684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002147752,0.0002432289,0.0002413357,0.9584607,0.0001122801,0.001445241,0.00003147609,1.941989e-7,0.000001596697,0.0000125143,0.0005306207,0.03870602],"study_design_scores_gemma":[0.0006504793,0.00776787,0.00005538893,0.9062476,0.002499505,0.005439288,0.00007693715,0.00000766944,0.000002542178,0.000007649034,0.07714552,0.00009961293],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001353949,0.9957401,0.000001106813,0.0007495266,0.0005698111,0.002458264,0.000003611725,0.000002153815,0.0003400798],"genre_scores_gemma":[0.0002367913,0.9992957,0.00006188118,0.0001158093,0.000071913,0.00006158376,6.82665e-7,0.00001430414,0.0001413217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0766149,"threshold_uncertainty_score":0.9576078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04828200119783715,"score_gpt":0.4574651354123202,"score_spread":0.409183134214483,"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."}}