{"id":"W4377220570","doi":"10.1111/epi.17660","title":"A longitudinal cohort study of mediators of health‐related quality of life after pediatric epilepsy surgery or medical treatment","year":2023,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McMaster University; University of Saskatchewan; Université de Montréal; Western University; Hospital for Sick Children; University of Toronto; BC Children's Hospital; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Depression (economics); Epilepsy; Quality of life (healthcare); Mediation; Cohort; Longitudinal study; Pediatrics; Epilepsy surgery; Cohort study; Confidence interval; Psychiatry; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001505151,0.0002612222,0.0002976544,0.0004241315,0.0006919717,0.0006483287,0.000376892,0.0003800847,0.00112685],"category_scores_gemma":[0.002803201,0.0002731127,0.0006045376,0.0006832086,0.0001943728,0.0004865264,0.0004571285,0.0008652738,0.0001282595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005606605,"about_ca_system_score_gemma":0.00091097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02847824,"about_ca_topic_score_gemma":0.0306116,"domain_scores_codex":[0.9993653,0.0002026635,0.0000373838,0.0001283609,0.0001054597,0.0001609165],"domain_scores_gemma":[0.9983642,0.0002380116,0.0007760802,0.0001643815,0.0001706239,0.0002867212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008562231,0.00004902726,0.9990047,0.000003138784,0.00005697554,0.00005650035,0.00008965837,0.00001531903,0.00006458047,0.00002118901,0.00006471037,0.0004886396],"study_design_scores_gemma":[0.00001466485,0.0001505839,0.9990465,0.000008167929,0.00004603919,0.0001431184,0.0002588054,0.0001106108,0.0000394497,0.00001702159,0.000161111,0.000003860218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992161,0.0001483036,0.00007128371,0.00005661572,0.000005525153,0.00001075015,0.0003772969,0.000001668446,0.0001124095],"genre_scores_gemma":[0.9989337,0.0001383416,0.0001355586,0.00003523643,0.000007301092,0.00002373838,0.0005310068,0.000001568979,0.0001934633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02847824,"threshold_uncertainty_score":0.05662495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07743884535879177,"score_gpt":0.3766240009431295,"score_spread":0.2991851555843377,"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."}}