{"id":"W1530769330","doi":"10.1111/j.1528-1167.2010.02973.x","title":"Relationship of clinical and quality of life trajectories following the onset of seizures: Findings from the UK MESS Study","year":2011,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"Medical Research Council","keywords":"Quality of life (healthcare); Epilepsy; Psychology; Pediatrics; Young adult; Medicine; Psychiatry; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002518523,0.0001059706,0.0005572169,0.00003273705,0.00009042423,0.000004621745,0.0001584593,0.00007272986,0.00009993318],"category_scores_gemma":[0.003942107,0.00005352313,0.0002028906,0.0001671424,0.0003783331,0.00003834212,0.00006690007,0.0002641467,0.000002515194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007828721,"about_ca_system_score_gemma":0.0001770544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984107,"about_ca_topic_score_gemma":0.0005811517,"domain_scores_codex":[0.997693,0.0007079726,0.0008333114,0.0001880186,0.0004367072,0.0001409706],"domain_scores_gemma":[0.9948392,0.004203678,0.0002291643,0.0005294276,0.00009563734,0.0001029291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000854614,0.0005876411,0.9882506,0.00003005969,0.0004978472,0.000007481872,0.008520701,9.240455e-8,0.0000243926,0.0007894257,0.0002978555,0.0001392569],"study_design_scores_gemma":[0.002271234,0.0008491842,0.9891159,0.0000643097,0.0002340374,8.692455e-7,0.006399898,0.000002716625,0.0003487604,0.0006586782,0.00001144616,0.00004298498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978875,0.0005041476,0.0000176824,0.0002839158,0.00009018734,0.0006260576,0.00006504278,0.000008153402,0.00051734],"genre_scores_gemma":[0.9994965,0.00003712986,0.0002640402,0.00004272945,0.00004247901,0.00002188768,0.00001232463,0.000009147359,0.00007372675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003495705,"threshold_uncertainty_score":0.4719355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2354018025111591,"score_gpt":0.4254356985627229,"score_spread":0.1900338960515638,"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."}}