{"id":"W2999952188","doi":"10.1016/j.yebeh.2019.106829","title":"Epilepsy: A public health priority","year":2020,"lang":"en","type":"editorial","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Epilepsy; Public health; Medicine; Environmental health; Business; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001167564,0.001192107,0.002686673,0.0005270091,0.0004439742,0.000274548,0.0007493955,0.001564675,0.001447477],"category_scores_gemma":[0.002573877,0.001063239,0.001039254,0.0008576497,0.0003427094,0.0002301567,0.0004480904,0.0045035,0.002471789],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002287536,"about_ca_system_score_gemma":0.01098051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007657013,"about_ca_topic_score_gemma":0.0001847015,"domain_scores_codex":[0.9897225,0.0005447168,0.001444016,0.002004885,0.003594636,0.002689178],"domain_scores_gemma":[0.9916314,0.0005857846,0.0006627548,0.001880921,0.0008427683,0.004396317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002678571,0.002445523,0.05939751,0.0004311918,0.000317699,0.00182404,0.0002591908,1.48491e-8,0.00003346285,0.00003259823,0.8936713,0.04131956],"study_design_scores_gemma":[0.004203254,0.003946196,0.06365393,0.0003495428,0.000530395,0.00004608278,0.0000751463,0.00000316983,0.00002439753,0.00001371778,0.9264848,0.0006693623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.008963499,0.005226425,0.00005937841,0.02211758,0.9471518,0.007589366,0.003755789,0.001307698,0.003828509],"genre_scores_gemma":[0.0136451,0.003903892,0.001951112,0.001150204,0.9536929,0.002324546,0.01368188,0.0004990785,0.009151252],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0406502,"threshold_uncertainty_score":0.9997315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05185936589771644,"score_gpt":0.3638142066588644,"score_spread":0.3119548407611479,"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."}}