{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01224711,0.001282186,0.001380718,0.001057908,0.0006042735,0.001492497,0.001912224,0.000864806,0.009169362],"category_scores_gemma":[0.03137578,0.0005513282,0.005187328,0.001288705,0.0006381634,0.001242713,0.002590446,0.002245941,0.0003332394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008611862,"about_ca_system_score_gemma":0.002240998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009787369,"about_ca_topic_score_gemma":0.004791487,"domain_scores_codex":[0.9879835,0.008917747,0.0004906868,0.000974385,0.0006666801,0.0009670503],"domain_scores_gemma":[0.9796076,0.01518354,0.002481455,0.001197302,0.0008902673,0.0006398231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002236939,0.0006418399,0.9666817,0.000355113,0.01195617,0.0003740354,0.0004569188,0.0009119149,0.000202216,0.001346225,0.001268105,0.01356885],"study_design_scores_gemma":[0.001506901,0.002254615,0.9421082,0.0005949637,0.01604863,0.0006819852,0.001553826,0.02591032,0.0006663764,0.006265701,0.00231131,0.00009727167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833831,0.004080246,0.00444956,0.00309964,0.000178986,0.0003231068,0.00207372,0.00006194558,0.002349618],"genre_scores_gemma":[0.9974719,0.0004212931,0.0009015906,0.000174498,0.00005702011,0.0002175134,0.0003174629,0.000008044817,0.0004307032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224711,"threshold_uncertainty_score":0.06476963,"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."}}