{"id":"W4416371984","doi":"10.1212/cpj.0000000000200541","title":"TÉCUM: A New Transition Program for Young People With Epilepsy","year":2025,"lang":"en","type":"article","venue":"Neurology Clinical Practice","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Library of Parliament; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Epilepsy; Psychosocial; Young adult; Transition (genetics)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007686175,0.0001489987,0.0004262427,0.00007765738,0.000104586,0.0000242518,0.00008683154,0.0002333233,0.00005327501],"category_scores_gemma":[0.004460704,0.0001104203,0.0001666398,0.0002719249,0.0001342226,0.0001583505,0.00002375644,0.0007609164,0.0000552614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001679772,"about_ca_system_score_gemma":0.0005744437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001276948,"about_ca_topic_score_gemma":0.0002768067,"domain_scores_codex":[0.9981135,0.0003382695,0.0004444383,0.0005114138,0.0002078376,0.0003846066],"domain_scores_gemma":[0.9945179,0.004449975,0.0001187874,0.0003771637,0.0002523086,0.0002838671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09281692,0.01064448,0.5686255,0.000250032,0.001414123,0.0008517717,0.0002326916,0.00001165605,0.00005096105,0.002328721,0.06452577,0.2582473],"study_design_scores_gemma":[0.02041581,0.04598049,0.5739782,0.00005810106,0.001872778,0.0007359948,0.00008604531,0.001257641,0.00004901205,0.001226168,0.3541583,0.0001813863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4143876,0.0004268489,0.02162836,0.5131359,0.0009631878,0.007123965,0.00001489317,0.0004562702,0.04186296],"genre_scores_gemma":[0.9422617,0.0003753175,0.03038971,0.02377998,0.0004631782,0.0006097995,0.0000730261,0.00003224045,0.002015062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5278741,"threshold_uncertainty_score":0.5340201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04193386963551807,"score_gpt":0.4422195160149623,"score_spread":0.4002856463794442,"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."}}