{"id":"W2065972516","doi":"10.1111/epi.12954","title":"Diagnostic yield of genetic testing in epileptic encephalopathy in childhood","year":2015,"lang":"en","type":"article","venue":"Epilepsia","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; McMaster University; McMaster Children's Hospital; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Encephalopathy; Epilepsy; Genetic testing; Medicine; Yield (engineering); Pediatrics; Psychiatry; Internal medicine; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003095966,0.0001515983,0.0002276496,0.0001093703,0.00001193522,0.000007852916,0.0002302754,0.0001164036,0.00002302628],"category_scores_gemma":[0.002916472,0.0001557166,0.00004272388,0.0003040782,0.00007040003,0.000003511861,0.000094635,0.00009967799,0.00001830475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004822185,"about_ca_system_score_gemma":0.000152477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429657,"about_ca_topic_score_gemma":0.000239354,"domain_scores_codex":[0.9987432,0.00008135715,0.0004028991,0.0003267776,0.0001500747,0.00029568],"domain_scores_gemma":[0.9993143,0.0001044699,0.00009208774,0.0003332863,0.00005403209,0.000101826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001961554,0.0002078556,0.9757264,0.00001860713,0.000006543359,0.0000166836,0.0003921425,0.00149922,0.01021442,0.00003743488,0.0004063954,0.01145473],"study_design_scores_gemma":[0.0009008986,0.0002248533,0.9928356,0.00006645414,0.000008722866,0.000009391137,0.0002425747,0.0001121635,0.004206272,0.0005869303,0.0006190937,0.0001869798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923254,0.003739188,0.0002664082,0.00004478724,0.0001686316,0.0002329403,0.000006835208,0.000005762413,0.003210059],"genre_scores_gemma":[0.9970591,0.0002216963,0.00237108,0.0001224247,0.0001019011,0.00003738527,0.00001733225,0.0000188769,0.00005017671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0171093,"threshold_uncertainty_score":0.6349939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106903582688336,"score_gpt":0.2382686231687438,"score_spread":0.2171995873418605,"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."}}