{"id":"W2147192176","doi":"10.1111/epi.13102","title":"Correlates of disability related to seizures in persons with epilepsy","year":2015,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Hotchkiss Brain Institute; University of Calgary","funders":"Cumming School of Medicine, University of Calgary; University of Calgary; Alberta Health Services","keywords":"Epilepsy; Anxiety; Depression (economics); Psychology; Psychiatry; Quality of life (healthcare); Cohort; Seizure types; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004414074,0.0001776697,0.0004494,0.0001276894,0.00002703618,0.000008329717,0.0001022346,0.00009823046,0.0001924376],"category_scores_gemma":[0.0003740075,0.0001239213,0.00007550218,0.0005895658,0.0002535146,0.00007307615,0.00005216041,0.0002841553,0.0001566336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618548,"about_ca_system_score_gemma":0.0002215351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004533931,"about_ca_topic_score_gemma":0.0002125331,"domain_scores_codex":[0.9983614,0.0001070514,0.0003382064,0.0003460637,0.0004552184,0.0003920681],"domain_scores_gemma":[0.9986269,0.0001456872,0.00005797336,0.000484289,0.0001267598,0.0005583992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00131696,0.0007557385,0.9915342,0.00004279744,0.00008596823,0.0002572557,0.001761224,0.00007745512,0.00008983042,0.0005862527,0.002177405,0.001314959],"study_design_scores_gemma":[0.00376089,0.003019408,0.989563,0.0002226843,0.0000532174,0.0001067107,0.001223117,0.0002276847,0.0005371279,0.0004676663,0.0006775417,0.0001409229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859524,0.0002473092,0.00002210471,0.002554483,0.00005923468,0.0007919873,0.00002107459,0.0000525761,0.01029883],"genre_scores_gemma":[0.9973026,0.00001277511,0.001273066,0.00007299053,0.00002122204,0.00006912069,0.00003735671,0.00002478969,0.001186112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135017,"threshold_uncertainty_score":0.5053365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718046579965012,"score_gpt":0.3152914721535052,"score_spread":0.2881110063538551,"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."}}