{"id":"W3199962847","doi":"10.54029/2021zsu","title":"A collaborative effort to build an epilepsy program in central Vietnam","year":2021,"lang":"en","type":"article","venue":"Neurology Asia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Epilepsy; Intractable epilepsy; Population; Medicine; Developing country; Business; Economic growth; Environmental health; Psychiatry; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003876299,0.0003829808,0.0002237799,0.0008726256,0.00214573,0.001578224,0.001156537,0.0007530721,0.01589605],"category_scores_gemma":[0.00254059,0.0002729872,0.0003855687,0.0007043697,0.000653462,0.0008741032,0.00373872,0.001426321,0.001578342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004926492,"about_ca_system_score_gemma":0.08797259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08833662,"about_ca_topic_score_gemma":0.1195937,"domain_scores_codex":[0.9987733,0.0004667704,0.00005866424,0.00007655098,0.0001607234,0.0004639622],"domain_scores_gemma":[0.9855678,0.0002552387,0.0002933183,0.000192093,0.002205762,0.01148577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001660607,0.00451649,0.1478069,0.002655265,0.0003468577,0.01124466,0.01579212,0.001688863,0.01930173,0.01849155,0.2752119,0.501283],"study_design_scores_gemma":[0.001197499,0.002530022,0.1805978,0.0013988,0.0001690853,0.003146453,0.02988382,0.001751154,0.002719919,0.002589107,0.7739356,0.00008072452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5569736,0.01128688,0.02077994,0.1992686,0.008153947,0.0244924,0.008016916,0.001204903,0.1698228],"genre_scores_gemma":[0.6724551,0.007336694,0.06584632,0.03772844,0.0007126976,0.00970792,0.006953235,0.0003369358,0.1989226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08833662,"threshold_uncertainty_score":0.1756449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197409137173384,"score_gpt":0.3280779619960222,"score_spread":0.3161038706242884,"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."}}