{"id":"W1928847741","doi":"10.1111/epi.13004","title":"Predictors of long‐term quality of life after pediatric epilepsy surgery","year":2015,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Government of Ontario; Ontario Brain Institute","keywords":"Anxiety; Depression (economics); Epilepsy; Worry; Quality of life (healthcare); Psychiatry; Medicine; Epilepsy surgery; Pediatrics; Psychology; Clinical psychology","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":[0.0012251,0.0002246028,0.0009273612,0.0003236567,0.00002071656,0.000007403792,0.0001257831,0.0001471242,0.0004413469],"category_scores_gemma":[0.001456105,0.000177651,0.0003620402,0.0004524055,0.0001833728,0.0001126627,0.00008878804,0.0002119503,0.0001020151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008928528,"about_ca_system_score_gemma":0.0008687209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001476571,"about_ca_topic_score_gemma":0.00001834104,"domain_scores_codex":[0.9970537,0.0002517338,0.0009604841,0.0003308729,0.0009604378,0.0004427102],"domain_scores_gemma":[0.9972025,0.0005064278,0.0003281644,0.0006865981,0.0004123897,0.0008639141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001854758,0.0008343232,0.988039,0.0005553702,0.0002188502,0.0001055941,0.0002942416,0.000001045581,0.00005152837,0.00003140549,0.007264729,0.0007491416],"study_design_scores_gemma":[0.001892794,0.0005852742,0.9961665,0.0000703261,0.0001487874,0.000009734922,0.00005534998,0.000004282339,0.0007985258,0.00004495835,0.00009222436,0.0001312577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947613,0.002530217,0.00006883177,0.0002796357,0.0003312248,0.0004590947,0.00009013538,0.00005044543,0.001429065],"genre_scores_gemma":[0.9981815,0.0004414354,0.0002014753,0.00008224723,0.0004776815,0.00006554041,0.00008582516,0.00003271778,0.0004316244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008127471,"threshold_uncertainty_score":0.7244396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06559303244762678,"score_gpt":0.3345753634008641,"score_spread":0.2689823309532374,"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."}}