{"id":"W4200236141","doi":"10.1111/epi.17153","title":"Association between antiseizure medications and quality of life in epilepsy: A mediation analysis","year":2021,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Lethbridge; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Depression (economics); Epilepsy; Quality of life (healthcare); Propensity score matching; Confounding; Mediation; Confidence interval; Psychiatry; Physical therapy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000987922,0.0001026353,0.0006337535,0.0003144931,0.00004318823,0.00001212247,0.00004592798,0.0001414251,0.0003104782],"category_scores_gemma":[0.002261603,0.00009535722,0.0001353675,0.001347064,0.00004489522,0.00007767307,0.00003856968,0.0001993608,0.00001441499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663498,"about_ca_system_score_gemma":0.0003237958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003276212,"about_ca_topic_score_gemma":0.0006623561,"domain_scores_codex":[0.9980097,0.0003105146,0.0005807673,0.0002804874,0.0005941004,0.0002244253],"domain_scores_gemma":[0.9982759,0.0006712057,0.0002461096,0.0002958432,0.0002625482,0.000248403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003030471,0.0002025931,0.9953796,0.00007365186,0.001355117,0.00001156035,0.0002356692,0.000002778765,0.0004398647,0.0003830668,0.0003300281,0.001555724],"study_design_scores_gemma":[0.001607235,0.00006633736,0.9963838,0.0000278346,0.0006510219,6.968057e-7,0.0001428163,0.0001616843,0.0004867832,0.0002029335,0.0001987682,0.00007006498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896845,0.0009788396,0.000584259,0.007137735,0.00002829765,0.0002212463,0.00009621922,0.00002142321,0.00124753],"genre_scores_gemma":[0.9966846,0.0009009129,0.001028477,0.0001149193,0.00009159252,0.00002998758,0.000678305,0.000008454085,0.0004627666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007022816,"threshold_uncertainty_score":0.3888555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852383990153608,"score_gpt":0.3559498806554049,"score_spread":0.3174260407538688,"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."}}