{"id":"W4283393606","doi":"10.1017/cjn.2022.104","title":"C.3 Childhood Absence Epilepsy: Prevalence of neuropsychiatric comorbidities and predictors of treatment resistance","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Medicine; Epilepsy; Pediatrics; Ethosuximide; Valproic Acid; Cohort; Population; Lamotrigine; Psychiatry; Internal medicine; Phenytoin","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":[0.0002870913,0.0002633505,0.0003182552,0.0006842591,0.0004835572,0.0005332027,0.0003192925,0.0003457687,0.004636971],"category_scores_gemma":[0.001701247,0.0001610797,0.0004051425,0.0008362604,0.0002870141,0.000372319,0.000487037,0.0003876635,0.0003520333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000580843,"about_ca_system_score_gemma":0.0006256591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064539,"about_ca_topic_score_gemma":0.01024648,"domain_scores_codex":[0.9996498,0.00003149033,0.00005424214,0.00007372747,0.00009857577,0.00009223231],"domain_scores_gemma":[0.9983227,0.0001312648,0.001037886,0.00004273587,0.0001458927,0.000319568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002705164,0.000007210343,0.9988034,0.00000772049,0.000009921288,0.0002492802,0.00001810151,0.00001950695,0.00009170342,0.000008205378,0.00009094171,0.0006669317],"study_design_scores_gemma":[0.000002454181,0.0000303868,0.997523,0.00001020434,0.000006375241,0.002123907,0.00008643071,0.00006170631,0.0000423369,0.000008665392,0.0001027065,0.000001811834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983898,0.0002878442,0.000033365,0.00007022947,0.000004380547,0.000008508394,0.0004705306,0.000004844272,0.0007304441],"genre_scores_gemma":[0.9993945,0.00009126383,0.00004147088,0.0000198436,0.000005185554,0.000006514167,0.0003338948,0.000001985,0.0001052481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064539,"threshold_uncertainty_score":0.02116686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254555404544798,"score_gpt":0.2688508755046942,"score_spread":0.2433953350502144,"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."}}