{"id":"W2336618728","doi":"10.1684/epd.2016.0822","title":"How many adults with temporal epilepsy have a mild course and do not require epilepsy surgery?","year":2016,"lang":"en","type":"article","venue":"Epileptic Disorders","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation; Royal University Hospital Foundation; University of Saskatchewan","keywords":"Epilepsy; Medicine; Epilepsy surgery; Cohort; Temporal lobe; Prospective cohort study; Odds ratio; Cohort study; Confidence interval; Pediatrics; Drug Resistant Epilepsy; Retrospective cohort study; Surgery; Internal medicine; Psychiatry","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":[0.0002519952,0.0001393508,0.0003075732,0.0005336333,0.0004371806,0.0006547918,0.0002356976,0.0005014366,0.002283737],"category_scores_gemma":[0.001917503,0.000160683,0.0003049233,0.000864518,0.0003538224,0.001135998,0.0002562782,0.0003769091,0.0007497926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003128287,"about_ca_system_score_gemma":0.0004939592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121895,"about_ca_topic_score_gemma":0.02078418,"domain_scores_codex":[0.9997892,0.00002657649,0.00002645123,0.00004110991,0.00005349347,0.00006317086],"domain_scores_gemma":[0.9993274,0.00006847066,0.0003423794,0.00002669236,0.00007294602,0.0001621915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003236911,0.00001276832,0.9938617,0.00001390939,0.00001740694,0.0002037998,0.00009427557,0.00001406699,0.00009413587,0.00002786443,0.0003275159,0.0053002],"study_design_scores_gemma":[0.000004450866,0.0000477242,0.9970561,0.00002553328,0.00001767759,0.001306576,0.0007903207,0.00003883423,0.00002431197,0.00008689736,0.0005969444,0.000004665766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938185,0.001754385,0.0001009813,0.001598321,0.00004093141,0.00001018324,0.0006635569,0.000007105564,0.00200625],"genre_scores_gemma":[0.9968854,0.001835835,0.000076959,0.0004280055,0.00004759932,0.000006505568,0.0004086967,0.00000216299,0.0003087925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121895,"threshold_uncertainty_score":0.02230734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670736315257303,"score_gpt":0.2640706002951295,"score_spread":0.2473632371425565,"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."}}