{"id":"W3006843496","doi":"10.1002/epi4.12384","title":"Assessment and treatment of childhood epilepsy in Haiti","year":2020,"lang":"en","type":"article","venue":"Epilepsia Open","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Centre Hospitalier Universitaire Sainte-Justine; University of Toronto; Université de Montréal; McGill University","funders":"","keywords":"Epilepsy; Medicine; Pediatrics; Dravet syndrome; Epilepsy syndromes; Abnormality; Referral; Encephalopathy; Retrospective cohort study; Pediatric epilepsy; Drug Resistant Epilepsy; Seizure types; Epilepsy in children; Psychiatry; Surgery","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":[0.0001403933,0.0001893621,0.0006313709,0.0000840393,0.00004248663,0.00003986641,0.0001503437,0.00006042387,0.0004571476],"category_scores_gemma":[0.00004496925,0.0001433156,0.00007888499,0.0002425475,0.0000753457,0.0001226427,0.0001573935,0.0001186387,0.00003977401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526149,"about_ca_system_score_gemma":0.0003031164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004078933,"about_ca_topic_score_gemma":0.00006665019,"domain_scores_codex":[0.9986024,0.00008797685,0.0003518913,0.0004040531,0.0002506511,0.0003029982],"domain_scores_gemma":[0.9990985,0.00009344133,0.00007291983,0.0002922033,0.00003957298,0.0004033691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003366394,0.001666177,0.9556038,0.00004365815,0.0001777014,0.0003188989,0.001012163,0.000002563783,0.0004961088,0.001117995,0.0006020962,0.03862225],"study_design_scores_gemma":[0.008374018,0.005422676,0.9794044,0.00009120189,0.0000573432,0.00002321786,0.0002908101,0.0001707889,0.001143006,0.0001444153,0.004763702,0.0001143547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559544,0.0005563983,0.00001853999,0.009364601,0.00002627929,0.002182277,0.00004281492,0.00002348341,0.03183121],"genre_scores_gemma":[0.9945092,0.0009200652,0.003479615,0.0004650105,0.00006886684,0.0001814065,0.00006808541,0.00002323505,0.0002844972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03855482,"threshold_uncertainty_score":0.584424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05528286276001799,"score_gpt":0.3671624262775701,"score_spread":0.3118795635175521,"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."}}