{"id":"W3042150805","doi":"10.1111/epi.16606","title":"Epilepsy gene panel yield and impact on outcomes for adults with unexplained seizures","year":2020,"lang":"en","type":"letter","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; Hospital for Sick Children","funders":"","keywords":"Sick child; Neurology; Epilepsy; University hospital; Medicine; Pediatric Neurology; Family medicine; Library science; Psychology; Pediatrics; Psychiatry","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":[0.0007518826,0.0001316367,0.0004074152,0.0004159067,0.0005718774,0.0008289053,0.0003412144,0.003079848,0.003544544],"category_scores_gemma":[0.01192565,0.0001081637,0.0004005834,0.0007807349,0.0002652093,0.0005538081,0.0004206173,0.001723501,0.001210144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373731,"about_ca_system_score_gemma":0.001006518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008634188,"about_ca_topic_score_gemma":0.01769993,"domain_scores_codex":[0.9992512,0.0001848662,0.0001001172,0.00008700723,0.0001926129,0.000184267],"domain_scores_gemma":[0.9949394,0.002455062,0.0005404479,0.0001447148,0.0009686608,0.0009516888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001349159,0.0001450258,0.4894224,0.00008588155,0.0001824342,0.006430173,0.0002531382,0.0007530478,0.0006016683,0.002073266,0.4148405,0.08386333],"study_design_scores_gemma":[0.0004966297,0.0007847082,0.8075445,0.0008247052,0.00058992,0.01975952,0.001913728,0.004109578,0.001247672,0.02176462,0.1408111,0.0001534927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.1720894,0.005333996,0.0003824825,0.7827125,0.004168337,0.00002219498,0.00530206,0.00009580138,0.02989333],"genre_scores_gemma":[0.7384756,0.004120795,0.0006699499,0.2348835,0.01347355,0.00005039486,0.002734572,0.00005163144,0.005539974],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.008634188,"threshold_uncertainty_score":0.01716787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280288343297161,"score_gpt":0.3070527821415152,"score_spread":0.2642498987085435,"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."}}