{"id":"W4205618473","doi":"10.1017/cjn.2021.380","title":"P.102 Childhood Absence Epilepsy: Prevalence of treatment resistance and neuropsychiatric comorbidity.","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Medicine; Lamotrigine; Pediatrics; Epilepsy; Ethosuximide; Valproic Acid; Cohort; Comorbidity; Population; Anxiety; Psychiatry; Carbamazepine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002174355,0.0002181243,0.0002023865,0.000592044,0.0002643606,0.0004312425,0.00028992,0.0003268459,0.01271495],"category_scores_gemma":[0.001536475,0.0001197009,0.0002164557,0.001322656,0.0002390889,0.0004951497,0.0003372304,0.0004382864,0.001541658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851996,"about_ca_system_score_gemma":0.0003168345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345372,"about_ca_topic_score_gemma":0.001555517,"domain_scores_codex":[0.9997805,0.00003130013,0.00003187278,0.00005083352,0.00006879048,0.00003678547],"domain_scores_gemma":[0.9989403,0.0001994123,0.0006269845,0.00003086561,0.00008330918,0.0001190982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003705714,0.00001631591,0.9928581,0.00003118671,0.00001687344,0.0008241162,0.00004003097,0.00002195063,0.0001295428,0.0000268696,0.001178646,0.004819474],"study_design_scores_gemma":[0.000006723876,0.00006278393,0.9889753,0.00003947874,0.00001088451,0.009562494,0.0001330867,0.0001325383,0.00005308252,0.00005920383,0.0009615336,0.00000285675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867136,0.003047145,0.0003040103,0.0007632202,0.0000703159,0.00003723461,0.003504531,0.00003082486,0.005529028],"genre_scores_gemma":[0.9975188,0.000517965,0.0001444029,0.00009484056,0.00006235731,0.0000254678,0.00108777,0.000007447945,0.0005410014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01271495,"threshold_uncertainty_score":0.04253578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162503927982607,"score_gpt":0.2878520344299046,"score_spread":0.2562269951500786,"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."}}