{"id":"W4415478931","doi":"10.1111/epi.18670","title":"A global perspective on transitioning from pediatric to adult care in epilepsy","year":2025,"lang":"en","type":"article","venue":"Epilepsia","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Genomics; University of Calgary; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Epilepsy; Perspective (graphical); Clinical neurology; Adult care; Young adult","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003563335,0.0002620839,0.0001970059,0.0005819524,0.001152667,0.002634578,0.00031264,0.00173853,0.006320974],"category_scores_gemma":[0.0041515,0.0001361372,0.0003252293,0.001100164,0.002070126,0.00481065,0.002941853,0.002752607,0.0004752365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472982,"about_ca_system_score_gemma":0.004352339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006603665,"about_ca_topic_score_gemma":0.013956,"domain_scores_codex":[0.9976477,0.001499352,0.00009589663,0.00008562156,0.0001588527,0.0005126243],"domain_scores_gemma":[0.9958365,0.00107399,0.0006698937,0.0000757614,0.0003367454,0.002007097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002946088,0.0003616184,0.3006564,0.003511314,0.0001737215,0.003766267,0.07664602,0.001532799,0.001852312,0.04449993,0.1916913,0.3750136],"study_design_scores_gemma":[0.00007748802,0.000817529,0.3118391,0.007086285,0.0001605385,0.005546583,0.2239087,0.0005381808,0.0007254104,0.01713428,0.4320499,0.0001159852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.13442,0.048795,0.001081011,0.7813396,0.002100648,0.00001742197,0.0003435912,0.00004352286,0.03185926],"genre_scores_gemma":[0.8535486,0.07120701,0.001660337,0.06956002,0.001202547,0.00003798696,0.00027475,0.00002678856,0.002481756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006603665,"threshold_uncertainty_score":0.02114582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427371444787951,"score_gpt":0.4212800305148605,"score_spread":0.3970063160669809,"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."}}