{"id":"W4229928276","doi":"10.1016/j.neuro.2016.03.011","title":"A systematic review of the risks factors associated with the onset and natural progression of epilepsy","year":2016,"lang":"en","type":"review","venue":"NeuroToxicology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Memorial University of Newfoundland; Newfoundland and Labrador Centre for Applied Health Research","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Epilepsy; Medicine; Systematic review; Etiology; Anxiety; Observational study; Family history; Natural history; Risk factor; Disease; Pediatrics; Psychiatry; Intensive care medicine; MEDLINE; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000563361,0.000310019,0.002760044,0.00007782429,0.00006736641,0.000004375625,0.0002750853,0.0001929466,0.00003144167],"category_scores_gemma":[0.00239434,0.00008816107,0.0003975354,0.0002995355,0.0004552958,0.0000153933,0.0001393016,0.0005367761,0.000003020423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000763779,"about_ca_system_score_gemma":0.0004076874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002968909,"about_ca_topic_score_gemma":0.000008417915,"domain_scores_codex":[0.9963816,0.001954106,0.0006829706,0.0002730598,0.0004405897,0.0002676736],"domain_scores_gemma":[0.9957703,0.002078386,0.001236564,0.0006709371,0.0001592942,0.00008454314],"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":[0.00002946145,0.0002042118,0.002110095,0.9860518,0.0009108103,0.000031209,0.0000189611,9.329894e-10,0.000004015473,0.00001472114,0.0003236429,0.01030105],"study_design_scores_gemma":[0.0005560244,0.001541901,0.003437452,0.9844421,0.003858606,0.0001709833,0.000005326508,2.428785e-7,0.0000257567,0.000003260456,0.005868405,0.00008999262],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002941207,0.9849591,1.492771e-7,0.0003981446,0.00006950569,0.01147071,0.00008856681,0.00001201294,0.00006064126],"genre_scores_gemma":[0.00926494,0.9893087,0.00000197081,0.0001376721,0.00001305144,0.001032136,0.00002599313,0.00003103016,0.0001844884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01043858,"threshold_uncertainty_score":0.3595104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07016182697229444,"score_gpt":0.4004044676976773,"score_spread":0.3302426407253829,"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."}}