{"id":"W2601045941","doi":"10.1111/epi.13723","title":"The impact of seizures on epilepsy outcomes: A national, community‐based survey","year":2017,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Epilepsy; Psychosocial; Confidence interval; Medicine; Odds ratio; Cohort; Population; Depression (economics); Psychiatry; Pediatrics; Psychology; Internal medicine; Environmental health","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":[0.002095568,0.0002110288,0.0004134222,0.0001071917,0.001217664,0.00009629445,0.000525867,0.000082379,0.0001294662],"category_scores_gemma":[0.003918517,0.0001113801,0.0003449339,0.00008848468,0.0003974627,0.00007260181,0.00009317668,0.00051344,0.0001452517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091944,"about_ca_system_score_gemma":0.000525305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005317328,"about_ca_topic_score_gemma":0.0004949167,"domain_scores_codex":[0.9978458,0.0005855283,0.0003090611,0.0001691459,0.0007191181,0.0003713392],"domain_scores_gemma":[0.9950536,0.002509751,0.0002474584,0.001531421,0.0004361145,0.00022163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008339479,0.0008775803,0.9779713,0.00002332197,0.0004176623,0.00002845912,0.00007818314,0.00002868399,0.00006975786,0.0004205782,0.01808935,0.001161241],"study_design_scores_gemma":[0.002466691,0.001766282,0.9940116,0.00008174308,0.00002250716,0.000006757833,0.00002938491,0.000260801,0.000323599,0.000478288,0.0004607671,0.00009154468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788181,0.00005044533,0.00001491277,0.002089282,0.00008640678,0.0005289441,0.0002449521,0.00003173149,0.01813525],"genre_scores_gemma":[0.9982677,0.00005384003,0.00007962467,0.0002189483,0.00004722105,0.00005048785,0.0001709777,0.00002531117,0.001085941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01944957,"threshold_uncertainty_score":0.9365409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1389455603389471,"score_gpt":0.4473084135275767,"score_spread":0.3083628531886296,"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."}}