{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009923133,0.0001461821,0.0003149909,0.0001137868,0.0000488425,0.00001624429,0.00007691499,0.0001326999,0.0002023709],"category_scores_gemma":[0.0001051659,0.0001281537,0.00005145894,0.0006169198,0.00007238938,0.00005193967,0.0000563073,0.0003812837,0.00009648819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000425824,"about_ca_system_score_gemma":0.0003815182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002255603,"about_ca_topic_score_gemma":0.0007082721,"domain_scores_codex":[0.9983516,0.0001797301,0.0001940641,0.0004615735,0.000199245,0.0006137422],"domain_scores_gemma":[0.9989886,0.00004091861,0.00002401409,0.0003522888,0.000136665,0.0004574796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001369792,0.001841438,0.9694735,0.00001856034,0.00005397427,0.008140547,0.0002649081,0.00001048107,0.00118412,0.0007061242,0.001143989,0.01579251],"study_design_scores_gemma":[0.002212691,0.006804544,0.9503006,0.00001368941,0.00002379524,0.0002164092,0.00009398765,0.00006791857,0.002178822,0.00007686763,0.03792552,0.00008516939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790871,0.0001518486,0.000008996697,0.01384254,0.0001098047,0.001140042,0.00001302553,0.00007530728,0.005571388],"genre_scores_gemma":[0.9945556,0.00004276582,0.001837676,0.002744637,0.0001054128,0.0003621248,0.00008445416,0.00002052631,0.0002468229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03678153,"threshold_uncertainty_score":0.5225956,"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."}}