{"id":"W3092474246","doi":"10.1016/j.lanwpc.2020.100042","title":"Community-based management of epilepsy in Southeast Asia: Two intervention strategies in Lao PDR and Cambodia","year":2020,"lang":"en","type":"article","venue":"The Lancet Regional Health - Western Pacific","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Sanofi","keywords":"Medicine; Intervention (counseling); Epilepsy; Psychological intervention; Southeast asia; Environmental health; Rural area; Socioeconomics; Demography; Nursing; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008925117,0.00013275,0.0004448153,0.00009805605,0.00006971235,0.00001957197,0.0001369319,0.00003457033,0.000008320733],"category_scores_gemma":[0.000005847021,0.00009414201,0.00005463279,0.0002302656,0.000192143,0.00006004039,0.00004759272,0.0004957913,0.0000102705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008976513,"about_ca_system_score_gemma":0.0001058883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682442,"about_ca_topic_score_gemma":0.002219826,"domain_scores_codex":[0.9982755,0.0005788382,0.0003688047,0.0001730945,0.0002668008,0.0003369831],"domain_scores_gemma":[0.9992801,0.0001016566,0.0001217236,0.000307667,0.0000269843,0.000161849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001612327,0.0005386634,0.9824768,0.002984259,0.00006214165,0.0001006084,0.002366519,0.0000434947,0.000009818111,0.00397484,0.0003653764,0.005465198],"study_design_scores_gemma":[0.006114331,0.0009647175,0.9719779,0.001719113,0.00001395264,0.0000122828,0.01772527,0.0002397145,0.000008854504,0.0007276355,0.0004249146,0.00007131409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545327,0.001110959,0.00009646032,0.04071459,0.00002002359,0.000838123,0.00003152398,0.00002501865,0.002630535],"genre_scores_gemma":[0.9986651,0.0004957842,0.0001641323,0.0003916618,0.00005318168,0.0000677678,0.00009434794,0.00001107628,0.00005698206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0441323,"threshold_uncertainty_score":0.3839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217530108563702,"score_gpt":0.3891033943532301,"score_spread":0.2673503834968599,"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."}}