{"id":"W2253335588","doi":"10.1111/epi.13327","title":"Where are they now? Psychosocial, educational, and vocational outcomes after epilepsy surgery in childhood","year":2016,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Epilepsy Research Program of the Ontario Brain Institute; Government of Ontario; Ontario Brain Institute","keywords":"Psychosocial; Epilepsy; Epilepsy surgery; Population; Medicine; Vocational education; Pediatrics; Checklist; Socioeconomic status; Psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004116905,0.0002166876,0.0002822423,0.0004668227,0.0006596898,0.0006109687,0.0001884598,0.0003217723,0.001014782],"category_scores_gemma":[0.002095368,0.000119084,0.0003388074,0.0006314628,0.0005248472,0.0005055611,0.0006522394,0.0004680701,0.0001386246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005751873,"about_ca_system_score_gemma":0.0005165233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243765,"about_ca_topic_score_gemma":0.02488187,"domain_scores_codex":[0.9996953,0.000049808,0.00002263083,0.00003203468,0.00006057955,0.0001397264],"domain_scores_gemma":[0.9987225,0.0001117048,0.0006644381,0.00002015721,0.0000748992,0.0004063279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007458842,0.00005488655,0.9975993,0.00001116967,0.00001512731,0.0002130346,0.000262379,0.00003301219,0.00005791898,0.00001586692,0.00008964485,0.001573135],"study_design_scores_gemma":[0.000003051064,0.00008212352,0.9986608,0.00001050872,0.000006457631,0.0003317624,0.0007902523,0.0000251319,0.00001952747,0.00001305373,0.00005525061,0.000002073294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995323,0.0001227825,0.000005033113,0.00004502439,0.000003243856,0.000002444804,0.00007455314,4.504629e-7,0.0002140824],"genre_scores_gemma":[0.9996555,0.0001277814,0.00001190423,0.00001474451,0.000003773897,0.000002229738,0.0001299521,4.811462e-7,0.00005359809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01243765,"threshold_uncertainty_score":0.0247305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788588500545297,"score_gpt":0.3017817742642256,"score_spread":0.2838958892587727,"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."}}