{"id":"W6887793264","doi":"10.17605/osf.io/g2dm7","title":"The development of a new epilepsy-specific transition summary template for young people with epilepsy","year":2025,"lang":"en","type":"article","venue":"Open Science Framework","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Psychosocial; Transition (genetics); Autism spectrum disorder; Face (sociological concept); Autism","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003222604,0.0001454263,0.0002840446,0.000120349,0.003996213,0.0000869077,0.001393567,0.0001779189,0.00007121998],"category_scores_gemma":[0.000260789,0.00009396755,0.00003846242,0.001736849,0.0001996431,0.0003051243,0.0002440792,0.0005581379,0.00002984946],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954231,"about_ca_system_score_gemma":0.006035719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002101058,"about_ca_topic_score_gemma":0.001995753,"domain_scores_codex":[0.9976465,0.0001409513,0.0006635963,0.0004314163,0.0004208891,0.0006967247],"domain_scores_gemma":[0.9976624,0.0009962211,0.0002518652,0.000544534,0.0003453954,0.0001996251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001852183,0.0001464933,0.5880812,0.000783595,0.0000358181,0.000001298527,0.1023318,0.00003032209,0.0001902783,0.05283628,0.1196376,0.1340731],"study_design_scores_gemma":[0.002096582,0.0002202737,0.5117136,0.004233432,0.00003832649,0.000001248822,0.03691891,0.0002058433,0.0003299782,0.019217,0.4245268,0.0004979668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3181607,0.0009735451,0.6096451,0.03309161,0.004496168,0.01153035,0.00005926829,0.0001020125,0.02194117],"genre_scores_gemma":[0.8763662,0.0002349945,0.1167046,0.001017388,0.0003525852,0.0004704006,0.00001926954,0.00002134804,0.004813263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5582054,"threshold_uncertainty_score":0.9995992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07145997430497358,"score_gpt":0.4280217948836098,"score_spread":0.3565618205786362,"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."}}