{"id":"W2048127908","doi":"10.1016/j.yebeh.2012.10.024","title":"Age-related variables in childhood epilepsy: How do they relate to each other and to quality of life?","year":2012,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McMaster University","funders":"","keywords":"Epilepsy; Cohort; Quality of life (healthcare); Age of onset; Correlation; Psychology; Medicine; Pediatrics; Psychiatry; Internal medicine; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001417033,0.000361542,0.0008873402,0.0004116604,0.00008844987,0.00004050037,0.0001831945,0.0002621055,0.0004137472],"category_scores_gemma":[0.0006498863,0.000292806,0.00016552,0.0005154319,0.0001015657,0.0001858083,0.0001687258,0.0004907551,0.000183891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647508,"about_ca_system_score_gemma":0.0001387997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340312,"about_ca_topic_score_gemma":0.0002062137,"domain_scores_codex":[0.9967871,0.0003429842,0.0006972312,0.0005487554,0.0005984463,0.001025483],"domain_scores_gemma":[0.997332,0.0002058277,0.0001476864,0.0007850561,0.0001074639,0.001421946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003555117,0.002444453,0.9787039,0.0000431866,0.0001215415,0.00005281295,0.003609204,0.000001870873,0.006851534,0.0007744544,0.000556769,0.006484725],"study_design_scores_gemma":[0.00329201,0.0007853498,0.9925404,0.0002344711,0.0001676959,0.00002059511,0.0003579689,7.791403e-7,0.001191191,0.0001059747,0.001022599,0.0002809277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914835,0.0008933214,0.00001512438,0.00243265,0.0001752647,0.002034964,0.0001005628,0.00007219275,0.002792401],"genre_scores_gemma":[0.9951066,0.00008578946,0.002329567,0.0003883553,0.000124749,0.0004026421,0.00004136033,0.00007517495,0.001445762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0138365,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03433323573128776,"score_gpt":0.3292355327867507,"score_spread":0.2949022970554629,"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."}}