{"id":"W3025995879","doi":"10.1016/j.seizure.2020.03.011","title":"Importance of prompt diagnosis in pediatric epilepsy outcomes","year":2020,"lang":"en","type":"article","venue":"Seizure","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health; University of Saskatchewan; Royal University Hospital; Saskatchewan Health Authority","funders":"","keywords":"Epilepsy; Medicine; Pediatrics; Neurology; Cohort; Pediatric Neurology; Retrospective cohort study; Cohort study; Pediatric epilepsy; Psychiatry; Internal medicine","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":[0.001724121,0.0004188186,0.0006860354,0.001558526,0.0009771781,0.001860122,0.0005945861,0.001203769,0.00567196],"category_scores_gemma":[0.02738311,0.0002267271,0.0005325538,0.0009284906,0.0004924688,0.002680519,0.001210392,0.003154506,0.0004708791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136964,"about_ca_system_score_gemma":0.004770536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005221156,"about_ca_topic_score_gemma":0.00860501,"domain_scores_codex":[0.9973658,0.0005476813,0.0005084922,0.0002162624,0.0007234414,0.0006383209],"domain_scores_gemma":[0.9857873,0.005811675,0.003809449,0.000286512,0.002517863,0.001787142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000197048,0.0001710731,0.8563423,0.0002667728,0.00006541652,0.006694759,0.0003703085,0.0005424697,0.0002468758,0.001627299,0.01947756,0.1139983],"study_design_scores_gemma":[0.00006764528,0.0003807087,0.9091148,0.004390068,0.0002979784,0.04535014,0.005331184,0.002923026,0.001552372,0.008160435,0.02232349,0.0001080319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7218353,0.05991698,0.008255803,0.1164258,0.004579966,0.0002295362,0.002188653,0.0006371184,0.08593085],"genre_scores_gemma":[0.9838208,0.008207145,0.002818426,0.002346551,0.001302952,0.00004636402,0.0007214478,0.0000449056,0.0006913565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00567196,"threshold_uncertainty_score":0.01897454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133431376181555,"score_gpt":0.3130246868221774,"score_spread":0.2816903730603619,"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."}}