{"id":"W4389447358","doi":"10.1212/wnl.96.15_supplement.1621","title":"A Unique Population Based Epilepsy Network in Ontario Enhances Epilepsy Care and the Availability of Epilepsy Surgery (1621)","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; London Health Sciences Centre; McMaster Children's Hospital; Ontario Brain Institute; Hamilton Health Sciences; University Health Network; Toronto Western Hospital; Ottawa Hospital; Children's Hospital of Eastern Ontario; Hospital for Sick Children","funders":"","keywords":"Epilepsy; Epilepsy surgery; Population; Medicine; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004450973,0.0002250335,0.0001202924,0.000554518,0.005407798,0.001365826,0.0006261079,0.0007164615,0.01061883],"category_scores_gemma":[0.001639647,0.0001767178,0.0002612885,0.001672886,0.001039127,0.000578477,0.001649826,0.0007474708,0.0006309791],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03331615,"about_ca_system_score_gemma":0.09110568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9858246,"about_ca_topic_score_gemma":0.9977138,"domain_scores_codex":[0.9989999,0.0001056356,0.00002914256,0.00004770397,0.0003282549,0.0004894093],"domain_scores_gemma":[0.9980393,0.00008594892,0.0002247561,0.00003215085,0.0006586983,0.0009591923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001017419,0.0001467411,0.3611499,0.0006999482,0.00007088862,0.006185092,0.009207632,0.0007842574,0.002293459,0.01422374,0.4806387,0.1244979],"study_design_scores_gemma":[0.00004838209,0.00006657019,0.6001637,0.0004305563,0.00004671699,0.002489421,0.01300792,0.0004987229,0.0003144725,0.001057891,0.381816,0.00005971593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4244715,0.008302764,0.003279226,0.1540218,0.001848216,0.0008860692,0.01296003,0.0003543501,0.393876],"genre_scores_gemma":[0.8890596,0.006680966,0.005171668,0.01574423,0.0003727509,0.0002941594,0.002378953,0.00008746108,0.08021023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9666839,"threshold_uncertainty_score":0.2417267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190935367256585,"score_gpt":0.2659717341850577,"score_spread":0.2468781974593992,"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."}}