{"id":"W2107677317","doi":"10.1017/s0317167100010246","title":"Early Onset Epilepsy and Inherited Metabolic Disorders: Diagnosis and Management","year":2010,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Epilepsy; Medicine; Etiology; Intensive care medicine; Presentation (obstetrics); Inborn error of metabolism; Limiting; Pediatrics; Bioinformatics; Psychiatry; Surgery; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002498208,0.0005486819,0.001067353,0.0008559651,0.001479825,0.0007497111,0.001645993,0.0004795257,0.0000432344],"category_scores_gemma":[0.0007708303,0.0003694652,0.0003300318,0.0007591984,0.006388669,0.00006854774,0.0002047315,0.001140105,0.000001468738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001168406,"about_ca_system_score_gemma":0.001305903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004518886,"about_ca_topic_score_gemma":0.03489807,"domain_scores_codex":[0.995795,0.0009686797,0.0009154617,0.0008051955,0.0004405241,0.00107515],"domain_scores_gemma":[0.9970012,0.0001610129,0.0008330938,0.00022094,0.0001387474,0.00164505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002155245,0.00003234002,0.1936757,0.0001991471,0.00007713947,0.0006873158,0.00008568663,0.00001347559,0.000001216274,0.0003441665,0.000592006,0.8042702],"study_design_scores_gemma":[0.0002038423,0.0120418,0.04507261,0.0002247806,0.0003001838,0.007674037,0.00005044472,0.000006057875,0.000001808193,0.002279042,0.9316773,0.0004680977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4315445,0.567147,0.000004007882,0.0002494212,0.0004500494,0.0002124208,0.00002466617,0.000003345129,0.0003646782],"genre_scores_gemma":[0.04077357,0.9569988,0.001161676,0.0007530272,0.0002433308,0.00001770157,0.000001988715,0.00002240748,0.0000274987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9310853,"threshold_uncertainty_score":0.9998757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02832044238219988,"score_gpt":0.2850227149653619,"score_spread":0.256702272583162,"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."}}