{"id":"W3135507703","doi":"10.1111/epi.16856","title":"The road to a World Health Organization global action plan on epilepsy and other neurological disorders","year":2021,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Epilepsy; Action plan; Stigma (botany); Psychosocial; Psychiatry; Action (physics); Medicine; Public health; Neurology; Political science; Psychology; Nursing; Management","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":[0.0001756571,0.0001339368,0.0001883086,0.00004139399,0.0002895915,0.00005599318,0.00005658357,0.00004494275,0.0001838138],"category_scores_gemma":[0.000321188,0.0000859367,0.0000384815,0.0005645147,0.00005287804,0.00002832716,0.00005256169,0.0001813252,0.0001622083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113162,"about_ca_system_score_gemma":0.0001415633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001109731,"about_ca_topic_score_gemma":0.00133805,"domain_scores_codex":[0.99868,0.0001758338,0.0001756382,0.000336244,0.0002828382,0.0003494242],"domain_scores_gemma":[0.9991655,0.0001216579,0.00004267847,0.0002828538,0.0000555543,0.0003317748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004856028,0.0003170167,0.8770416,0.00001790609,0.00005916775,0.00005247028,0.00009985812,0.000009601824,0.0000558539,0.004659161,0.0128396,0.1043621],"study_design_scores_gemma":[0.0008720983,0.001193209,0.9330672,0.00003042134,0.00001334276,0.00005182467,0.00008565837,0.00007136288,0.00006976711,0.000398844,0.06407402,0.00007223525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8941727,0.0004226147,0.0002317335,0.09938183,0.0002246951,0.0006756948,0.00003010527,0.0001005462,0.004760058],"genre_scores_gemma":[0.9896451,0.000392891,0.0002461164,0.008268215,0.0001453513,0.00002976694,0.00004432464,0.00001925378,0.001208962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1042899,"threshold_uncertainty_score":0.3504397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277889898659359,"score_gpt":0.3353527256716776,"score_spread":0.302573826685084,"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."}}