{"id":"W4391787449","doi":"10.1016/j.eplepsyres.2024.107319","title":"Longitudinal Comparison of PNES spell and ASM reduction in PNES Patients with and without Epilepsy Discharged from an Epilepsy Monitoring Unit","year":2024,"lang":"en","type":"article","venue":"Epilepsy Research","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Epilepsy; Discontinuation; Medicine; Psychogenic disease; Retrospective cohort study; Pediatrics; Internal medicine; Psychiatry","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":[0.0006118125,0.0003121959,0.0004414904,0.0007920589,0.0006495357,0.0008454665,0.0004479361,0.0006867714,0.001839315],"category_scores_gemma":[0.003482499,0.0002708187,0.0006983678,0.0008775163,0.0002361725,0.001008151,0.0007400785,0.001163092,0.0004058765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004931032,"about_ca_system_score_gemma":0.0005981951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388976,"about_ca_topic_score_gemma":0.01506918,"domain_scores_codex":[0.9995207,0.00006491054,0.00006021258,0.0001438662,0.00007212814,0.0001383728],"domain_scores_gemma":[0.9983039,0.0002038115,0.0006111393,0.00008690187,0.0004034606,0.0003908493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000614226,0.00009467834,0.9978451,0.000008072409,0.0001001099,0.0000691212,0.0001010801,0.00001895189,0.0001775678,0.00001158057,0.00005429464,0.0009053064],"study_design_scores_gemma":[0.000007948454,0.000234522,0.9992772,0.000003391282,0.00003538603,0.00006564634,0.0002026644,0.00005538123,0.00002799981,0.00001126244,0.00007489623,0.00000369438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989347,0.0001551848,0.0000475162,0.00003389265,0.00001092499,0.000006060401,0.0004682644,0.000003012887,0.0003404241],"genre_scores_gemma":[0.998445,0.00007239069,0.0000352721,0.00002552463,0.00000932038,0.000008464269,0.0009882682,0.000002092911,0.0004138973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01388976,"threshold_uncertainty_score":0.02761781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09126840403787168,"score_gpt":0.4218122027201561,"score_spread":0.3305437986822845,"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."}}