{"id":"W4407042118","doi":"10.1017/cjn.2025.14","title":"Improving Epilepsy Care in Ontario, Canada: The Impact of a Provincial Strategy for Epilepsy Care","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Queen's University; SickKids Foundation; Western University","funders":"","keywords":"Epilepsy; Business; Medicine; Psychiatry","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":[0.003494383,0.0003202409,0.000396156,0.00109789,0.003094425,0.002019311,0.001708616,0.0005811628,0.002425901],"category_scores_gemma":[0.01349581,0.0002968218,0.0009803108,0.002150728,0.001467886,0.0007678497,0.002426238,0.001145241,0.0001701318],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1073834,"about_ca_system_score_gemma":0.3216309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966389,"about_ca_topic_score_gemma":0.998095,"domain_scores_codex":[0.9952421,0.0009130062,0.0002394021,0.0002490502,0.001739397,0.001617016],"domain_scores_gemma":[0.985536,0.001082638,0.002486711,0.0003062223,0.005051312,0.005537072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003572729,0.0002485595,0.8542165,0.001361531,0.000434417,0.0004677513,0.003871686,0.003497744,0.0007075559,0.005857778,0.05289992,0.07607921],"study_design_scores_gemma":[0.0001227061,0.0001440339,0.9609515,0.000628881,0.0001548505,0.0001250969,0.00292707,0.002617186,0.0002203387,0.0005459386,0.03150648,0.00005589512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.771794,0.01734086,0.003700906,0.1500034,0.0009375694,0.001035407,0.01600186,0.0003172015,0.03886884],"genre_scores_gemma":[0.9834274,0.003595641,0.002636862,0.004170935,0.0001254109,0.0001180547,0.001805541,0.00003058334,0.004089479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8926166,"threshold_uncertainty_score":0.7791247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316943028605572,"score_gpt":0.3082180607391025,"score_spread":0.2765237578785453,"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."}}