{"id":"W4409401173","doi":"10.1017/cjn.2025.69","title":"Clinical Implementation and Outcomes of Genetic Testing for Epilepsy by the Ontario Epilepsy Genetic Testing Program","year":2025,"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":"University of Toronto; University of Ottawa; Queen's University; McMaster University; London Health Sciences Centre; Western University","funders":"Hamilton Health Sciences","keywords":"Epilepsy; Genetic testing; Medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.005113751,0.000184851,0.0002361111,0.0004855347,0.002432717,0.001580801,0.001192755,0.0005479896,0.002093056],"category_scores_gemma":[0.02762291,0.0002079015,0.0004078394,0.001263515,0.001172565,0.0007328029,0.002121192,0.0009517274,0.000281627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03630693,"about_ca_system_score_gemma":0.08796652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9364511,"about_ca_topic_score_gemma":0.948198,"domain_scores_codex":[0.992069,0.001987918,0.000303677,0.0004357566,0.003083453,0.002120091],"domain_scores_gemma":[0.9783033,0.002570824,0.003108802,0.001008502,0.009714326,0.005294321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004736411,0.0006206299,0.8415716,0.0001614402,0.00007519584,0.0005131387,0.005387292,0.001103053,0.0008640915,0.001018667,0.01783012,0.1303811],"study_design_scores_gemma":[0.0000937841,0.0004795266,0.9815621,0.0001746645,0.00004639958,0.0001721414,0.004089675,0.000960346,0.0003293892,0.0002320909,0.01182156,0.00003839246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938638,0.0009837933,0.001396576,0.01923758,0.0001624458,0.001193829,0.003781843,0.0001744412,0.03443139],"genre_scores_gemma":[0.9930556,0.0004739136,0.001677075,0.001091918,0.00002440271,0.0002824293,0.001224661,0.00001887127,0.002151059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06354892,"threshold_uncertainty_score":0.2634265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08770052591563249,"score_gpt":0.390347030808516,"score_spread":0.3026465048928835,"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."}}