{"id":"W2588461074","doi":"10.1016/j.amepre.2016.07.026","title":"The Managing Epilepsy Well Network:","year":2017,"lang":"en","type":"editorial","venue":"American Journal of Preventive Medicine","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Audrey and Theodor Geisel School of Medicine at Dartmouth; Advanced Research Projects Agency; National Institutes of Health; Defense Advanced Research Projects Agency; Reuter Foundation; H. Lundbeck A/S; Dartmouth College; York University; National Center for Chronic Disease Prevention and Health Promotion; NeuroPace; Sunovion; Centers for Disease Control and Prevention; Johns Hopkins University; Pfizer; Emory University","keywords":"Epilepsy; Psychological intervention; Stigma (botany); Public health; Health care; Medicine; Public relations; Business; Psychiatry; Nursing; Medical education; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003672843,0.0004616237,0.00184006,0.0002314274,0.0005402912,0.0000613075,0.0008771655,0.0001552219,0.000208433],"category_scores_gemma":[0.003437697,0.0002371157,0.0005389174,0.0002349301,0.002288854,0.0001004246,0.0001741825,0.002415828,0.00005737188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003412424,"about_ca_system_score_gemma":0.001142393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001781136,"about_ca_topic_score_gemma":0.00004514905,"domain_scores_codex":[0.9949273,0.0005145365,0.001077865,0.0003539397,0.002309648,0.0008167208],"domain_scores_gemma":[0.9912391,0.002779949,0.003091943,0.0009534855,0.001313426,0.000622083],"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":[0.001371963,0.00009562629,0.001973755,0.00006589163,0.00188989,0.001309655,0.0001086869,0.000001432528,0.000004306805,0.00002308046,0.8607221,0.1324336],"study_design_scores_gemma":[0.003344941,0.009380967,0.003214749,0.004065368,0.001465541,0.0001918961,0.0005171965,0.000006358615,0.00000638937,0.0008816633,0.9767468,0.0001781381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006253453,0.02547225,0.0006943601,0.01563798,0.9223528,0.0009896859,0.00002432318,0.00002786095,0.0341754],"genre_scores_gemma":[0.01061414,0.03092525,0.0004510758,0.0001194333,0.9345159,0.00002056698,0.00006702325,0.00009111595,0.02319552],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1322554,"threshold_uncertainty_score":0.9998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249635716021881,"score_gpt":0.3399026357120478,"score_spread":0.327406278551829,"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."}}