{"id":"W2911901311","doi":"10.1016/j.neurol.2018.10.003","title":"Benefits of the epilepsy specialist nurses (ESN) role, standardized practices and education around the world","year":2019,"lang":"en","type":"review","venue":"Revue Neurologique","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health; Alberta Health Services; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Epilepsy; Nursing; Quality of life (healthcare); Health care; Medicine; Globe; Diversity (politics); Psychology; Psychiatry; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006151476,0.0003558801,0.001362552,0.000153503,0.0001217434,0.00006261324,0.0003540571,0.0002435324,0.00005354972],"category_scores_gemma":[0.001574772,0.0001700956,0.000422461,0.0004407127,0.0002342679,0.00007558947,0.0001482434,0.001068842,0.00002430561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014007,"about_ca_system_score_gemma":0.001400144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006206502,"about_ca_topic_score_gemma":0.0002251626,"domain_scores_codex":[0.9973106,0.001022778,0.0005341136,0.0004944465,0.0003442892,0.0002937794],"domain_scores_gemma":[0.9955553,0.001887713,0.001226852,0.001049242,0.0001691314,0.0001118055],"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":[0.0002292841,0.0003661387,0.00625218,0.01041366,0.0003199202,0.0000126738,0.00005496415,0.000001185951,0.000001401666,0.002280158,0.002366505,0.9777019],"study_design_scores_gemma":[0.0003336371,0.0005415702,0.004471647,0.004999334,0.001633571,0.0003591344,0.00002639669,0.000001540668,0.000008996749,0.000147009,0.9873523,0.0001248827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002705707,0.9736379,3.345552e-7,0.00342082,0.0006756736,0.00365009,0.0001130477,0.00002302459,0.01577336],"genre_scores_gemma":[0.001416071,0.9909477,0.0000489113,0.0003072706,0.0009210192,0.0002888057,0.00005206987,0.00004820821,0.005969981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9849858,"threshold_uncertainty_score":0.6936296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06401391292853377,"score_gpt":0.3839601442279331,"score_spread":0.3199462312993994,"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."}}