{"id":"W4412166476","doi":"10.1017/cjn.2025.10167","title":"D.1 Quality of life in people with epilepsy living in Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Quality of life (healthcare); Gerontology; Psychology; Medicine; Psychiatry; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005107511,0.0001391805,0.0002221722,0.0008227975,0.002370332,0.001064446,0.0005063181,0.0002642185,0.005219319],"category_scores_gemma":[0.002295325,0.0000828984,0.0003979252,0.002114631,0.0005780091,0.0003398277,0.0009021054,0.0006201063,0.0002432081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01835231,"about_ca_system_score_gemma":0.02927405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828409,"about_ca_topic_score_gemma":0.9863593,"domain_scores_codex":[0.9993032,0.00005173785,0.00004244405,0.00004348873,0.0002694726,0.0002896995],"domain_scores_gemma":[0.9979934,0.00005358598,0.0002123194,0.0000273465,0.0008569575,0.0008564919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005861206,0.00006628664,0.9449541,0.0001531952,0.00005415965,0.0001387319,0.001336252,0.0001452067,0.0001170816,0.0007620009,0.01500092,0.03721357],"study_design_scores_gemma":[0.00001065651,0.00002837504,0.9903043,0.0001312732,0.00002356981,0.00009158772,0.002619197,0.0001897293,0.00003949373,0.0001643996,0.006383934,0.00001344293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9115251,0.004789037,0.0001522859,0.01151178,0.0001591565,0.0001452473,0.01553808,0.00003377857,0.05614543],"genre_scores_gemma":[0.9938792,0.001654031,0.0001857513,0.0006136705,0.00001204366,0.0000321752,0.001871074,0.000004653961,0.001747346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01835231,"threshold_uncertainty_score":0.133156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224749765851294,"score_gpt":0.283006517582965,"score_spread":0.2507590199244521,"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."}}