{"id":"W2980083539","doi":"10.1017/cjn.2019.304","title":"Implementation of Epilepsy Multigene Panel Testing in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Kingston General Hospital; Thunder Bay Regional Health Sciences Centre; Children's Hospital of Western Ontario; Queen's University; McMaster University; London Health Sciences Centre; Western University; Children's Hospital of Eastern Ontario","funders":"","keywords":"Genetic testing; Christian ministry; Test (biology); Medicine; Medical genetics; Health care; Family medicine; Epilepsy; Psychiatry; Genetics; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007607662,0.0004138265,0.0003392319,0.001358614,0.006764744,0.002032677,0.003508053,0.001149122,0.003935087],"category_scores_gemma":[0.01423632,0.0005691415,0.0007342079,0.001989916,0.001200427,0.0007164242,0.002955215,0.001660744,0.0004036537],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1596974,"about_ca_system_score_gemma":0.4606172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960063,"about_ca_topic_score_gemma":0.9969808,"domain_scores_codex":[0.9884731,0.001272141,0.0007086899,0.0007274928,0.005643367,0.003175256],"domain_scores_gemma":[0.96106,0.002101311,0.001826454,0.0007516118,0.02178526,0.01247538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007378833,0.001063539,0.482626,0.001522592,0.0002564639,0.005244711,0.01356362,0.004998226,0.006365494,0.007221926,0.1674568,0.3089426],"study_design_scores_gemma":[0.0003258268,0.0007242025,0.7970178,0.001085192,0.0001576156,0.00073242,0.00928088,0.004789459,0.001640709,0.0007628509,0.1833218,0.0001612738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6175831,0.006876127,0.01247973,0.16117,0.001805796,0.0145136,0.01434924,0.001839697,0.1693827],"genre_scores_gemma":[0.9016224,0.003957934,0.02615552,0.02818584,0.0001932658,0.002030896,0.005030124,0.0002063108,0.03261784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1596974,"threshold_uncertainty_score":0.9746319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07207150238128283,"score_gpt":0.3103956480060644,"score_spread":0.2383241456247815,"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."}}