{"id":"W4390848550","doi":"10.1016/j.yebeh.2024.109624","title":"Transition in epilepsy – A pilot study with patients in and outside of academic centers","year":2024,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"LGS Foundation; Dravet Syndrome Foundation; Epilepsy Foundation","keywords":"Epilepsy; Intellectual disability; Demographics; Autism spectrum disorder; Autism; Quality of life (healthcare); Medicine; Pediatric epilepsy; Disease; Psychiatry; Health care; Perception; Family medicine; Pediatrics; Psychology; Nursing","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":[0.0005827953,0.0001882755,0.0003643878,0.0004051184,0.00008750331,0.000004815942,0.0001020635,0.0001549094,0.00007051801],"category_scores_gemma":[0.00002783884,0.0001590467,0.00002492194,0.0005022102,0.00004506683,0.0001759626,0.00003913087,0.001312811,0.00002554851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140981,"about_ca_system_score_gemma":0.0002283623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563137,"about_ca_topic_score_gemma":0.003907055,"domain_scores_codex":[0.9974489,0.0005192796,0.0008157454,0.0003932909,0.0002895474,0.0005332536],"domain_scores_gemma":[0.9993305,0.0001710951,0.0001087393,0.0001705934,0.00005764703,0.0001614312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003951841,0.0007556102,0.9744957,0.0003292279,0.000003436902,0.00005537521,0.01900108,0.000001148696,0.00002792511,0.00001107411,0.0001894407,0.004734811],"study_design_scores_gemma":[0.002493557,0.001740354,0.986304,0.001093127,0.00004286347,6.381816e-7,0.00805967,0.00002002016,0.000002509497,0.000008905045,0.00008871554,0.000145639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958519,0.0002688523,0.00001178909,0.0003520111,0.0004098966,0.002886164,0.000087778,0.00005259758,0.00007904365],"genre_scores_gemma":[0.998985,0.0001959721,0.00002795711,0.0001708428,0.0001145291,0.0003532473,0.00004741943,0.00003667818,0.0000683599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180831,"threshold_uncertainty_score":0.6485736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06216663411869266,"score_gpt":0.4025774754792256,"score_spread":0.3404108413605329,"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."}}