{"id":"W2471465220","doi":"10.1227/neu.0000000000000875","title":"Resective Epilepsy Surgery for Tuberous Sclerosis in Children","year":2015,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children; McMaster University; British Columbia Children's Hospital","funders":"Hospital for Sick Children","keywords":"Medicine; Tuberous sclerosis; Epilepsy surgery; Hazard ratio; Epilepsy; Confidence interval; Retrospective cohort study; Pediatrics; Surgery; Proportional hazards model; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001666211,0.00028114,0.000782162,0.000770336,0.00008576908,0.0000640574,0.0001737406,0.0001647252,0.00004519126],"category_scores_gemma":[0.003810046,0.0002748094,0.000323839,0.0009583154,0.0001651657,0.0001953311,0.0001290197,0.0004641232,0.0001053083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260788,"about_ca_system_score_gemma":0.0005112958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003930192,"about_ca_topic_score_gemma":0.00004050485,"domain_scores_codex":[0.9967093,0.0002581181,0.0006318829,0.0007144621,0.0007561735,0.0009300971],"domain_scores_gemma":[0.9966466,0.001675404,0.0001076327,0.0006872261,0.0003471065,0.0005360593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000813549,0.0003789494,0.9273207,0.00003366395,0.00003573812,0.00004032741,0.00008156137,0.00003633223,0.002718711,0.00003679504,0.06289169,0.005611941],"study_design_scores_gemma":[0.00169091,0.0002600244,0.9932855,0.0001575159,0.00002394326,0.0002627828,0.00003323246,0.0002948934,0.002707315,0.0002002023,0.0008347519,0.0002489423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954713,0.0003116352,0.00007886065,0.001539343,0.0005184709,0.001262098,0.0000463212,0.0001685519,0.0006034183],"genre_scores_gemma":[0.9972618,0.00005997057,0.0002799091,0.001089646,0.0004297552,0.0003411038,0.00006071404,0.0001075466,0.0003695044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06596474,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565963118436571,"score_gpt":0.3212493141022424,"score_spread":0.1646530022585853,"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."}}