{"id":"W7117074193","doi":"10.1212/wn9.0000000000000047","title":"Public Health Care Costs Incurred by Patients With Epilepsy in Quebec","year":2025,"lang":"en","type":"article","venue":"Neurology Open Access","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Epilepsy; Public health; Health care; Public healthcare; Public health care; Health economics; Public hospital","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":[0.0005220748,0.0002803077,0.0003248007,0.0009389056,0.0009255511,0.001368086,0.0005602936,0.0003884042,0.002880472],"category_scores_gemma":[0.003727751,0.0001154936,0.0009192356,0.002419759,0.0003440547,0.000481549,0.000554616,0.0006492804,0.000140287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03723844,"about_ca_system_score_gemma":0.01333018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825549,"about_ca_topic_score_gemma":0.9886789,"domain_scores_codex":[0.9991282,0.0002048258,0.00007244816,0.00004555282,0.0002288008,0.0003202537],"domain_scores_gemma":[0.9981372,0.0002094586,0.0005773169,0.00003671612,0.000721093,0.000318236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002814406,0.00008157227,0.9710777,0.0001013898,0.0003572652,0.0002926324,0.0002061616,0.002741308,0.0001302035,0.0007458486,0.005851448,0.01813316],"study_design_scores_gemma":[0.0000225601,0.00004921914,0.9953822,0.00007996624,0.0000872547,0.0001144312,0.0005358974,0.001752421,0.00004601483,0.00007009909,0.001846956,0.00001303945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733797,0.003412997,0.0001656474,0.002151286,0.00005014257,0.00006003472,0.01260984,0.00002135924,0.008148911],"genre_scores_gemma":[0.9958938,0.0008730925,0.00015231,0.000220074,0.00001787174,0.0000182689,0.001827564,0.000003944659,0.0009930073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03723844,"threshold_uncertainty_score":0.270185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04577220761227124,"score_gpt":0.3987927051038152,"score_spread":0.353020497491544,"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."}}