{"id":"W4361000626","doi":"10.1001/jamanetworkopen.2023.4858","title":"Trajectory of Health-Related Quality of Life After Pediatric Epilepsy Surgery","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Saskatchewan; Université de Montréal; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; University of Toronto; BC Children's Hospital; University of Waterloo; Centre for Addiction and Mental Health; Western University; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Quality of life (healthcare); Epilepsy; Prospective cohort study; Health related quality of life; Cohort; Cohort study; Pediatrics; Epilepsy surgery; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005026843,0.0001453932,0.00105753,0.0001767224,0.00005505072,0.00001660506,0.000189647,0.0001244024,0.0005084976],"category_scores_gemma":[0.0007151053,0.0001180855,0.000235097,0.001269465,0.00007098487,0.0001025165,0.0002022123,0.0002384777,0.0001358568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006039319,"about_ca_system_score_gemma":0.0008562325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280132,"about_ca_topic_score_gemma":0.00009975476,"domain_scores_codex":[0.9967519,0.0007671757,0.001194082,0.0002840355,0.0004761628,0.0005266483],"domain_scores_gemma":[0.997133,0.001468951,0.0004319006,0.0004941234,0.0001353223,0.0003366703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001706339,0.0002617835,0.9307745,0.0004276476,0.000211957,0.00004639425,0.0002126451,0.00005091289,0.000004118052,0.00004475309,0.0582744,0.007984561],"study_design_scores_gemma":[0.001723208,0.0002977708,0.9968103,0.0001890919,0.00003720594,0.000002203974,0.00008431608,0.00004326939,0.00001380166,0.0001812669,0.0005289951,0.00008856285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886737,0.005202268,0.000004823672,0.002959594,0.0001924515,0.0009754245,0.00003575624,0.00004829792,0.001907626],"genre_scores_gemma":[0.9950666,0.002955741,0.0001487317,0.0002927269,0.0002906382,0.0001196211,0.0001493047,0.00002817226,0.0009484896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06603581,"threshold_uncertainty_score":0.5567693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09292440457986219,"score_gpt":0.3614193410016655,"score_spread":0.2684949364218033,"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."}}