{"id":"W3034861687","doi":"10.1111/epi.16579","title":"Trajectories of quality of life 10 years following a diagnosis of epilepsy in childhood","year":2020,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; University of Calgary; Hospital for Sick Children; Izaak Walton Killam Health Centre; SickKids Foundation; Western University; University of Toronto; Dalhousie University; Nova Scotia Health Authority; Children’s Health Research Institute; University of Waterloo; Lawson Health Research Institute","funders":"Canadian Institutes of Health Research","keywords":"Epilepsy; Quality of life (healthcare); Medicine; Cohort; Pediatrics; Multinomial logistic regression; Logistic regression; Prospective cohort study; Cohort study; Demography; Psychiatry; Internal medicine","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":[0.0003895236,0.0001443489,0.0009123125,0.0001318709,0.00001270013,0.000002900841,0.0001331008,0.00008788838,0.0004375548],"category_scores_gemma":[0.001816745,0.0001303277,0.0003412143,0.0005479477,0.0001092087,0.00006452631,0.00005765875,0.0001773651,0.00001493301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003394216,"about_ca_system_score_gemma":0.0002674133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004987884,"about_ca_topic_score_gemma":0.00004314224,"domain_scores_codex":[0.9980129,0.0001552457,0.0007912418,0.0002531798,0.0005303512,0.000257096],"domain_scores_gemma":[0.9987425,0.0003915558,0.0002185461,0.0003046902,0.00008110887,0.000261587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005683684,0.0009048703,0.9904352,0.0003539957,0.0002784579,0.00003559476,0.002346082,0.000005322104,0.001870573,0.0003221614,0.0004827422,0.002396677],"study_design_scores_gemma":[0.003505425,0.001212639,0.9825274,0.0002177274,0.00006241477,6.152898e-7,0.0004510229,0.00001193995,0.01166499,0.00009746622,0.0001606721,0.0000877252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962378,0.00118153,0.0000110204,0.0010611,0.00004458912,0.0004571694,0.0000688058,0.00001887764,0.0009190774],"genre_scores_gemma":[0.9988254,0.0002354515,0.0006440566,0.0001151735,0.00005679947,0.00004800788,0.00002834592,0.00002032423,0.00002644289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009794416,"threshold_uncertainty_score":0.531461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222319129056847,"score_gpt":0.3261356199066771,"score_spread":0.2839124286161087,"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."}}