{"id":"W3007767275","doi":"10.1016/j.yebeh.2020.106971","title":"Psychogenic nonepileptic seizures in children—Prospective validation of a clinical care pathway & risk factors for treatment outcome","year":2020,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Psychogenic disease; Medicine; Cohort; Epilepsy; Emergency department; Cohort study; Prospective cohort study; Pediatrics; Retrospective cohort study; Neurology; Conversion disorder; Emergency medicine; Psychiatry; Internal medicine","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":[0.001829528,0.0004472811,0.0003818214,0.0009005437,0.0009740726,0.001306967,0.0006896644,0.0006617419,0.001639788],"category_scores_gemma":[0.00933806,0.0003139066,0.0008069036,0.00142425,0.0008108187,0.001301275,0.001353061,0.001205715,0.0002634849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002506786,"about_ca_system_score_gemma":0.003028776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02294782,"about_ca_topic_score_gemma":0.02589584,"domain_scores_codex":[0.9981828,0.0006537878,0.0002042271,0.0002639364,0.000276714,0.000418581],"domain_scores_gemma":[0.9941362,0.001171334,0.003248792,0.0003128148,0.0005707392,0.0005600723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441801,0.0001076694,0.9988686,0.000006513874,0.0000218437,0.00003825187,0.0001164065,0.00003045868,0.00002290102,0.0000306957,0.00006034973,0.0005521122],"study_design_scores_gemma":[0.00002415669,0.0002643827,0.9983913,0.00001860805,0.00002730543,0.000149698,0.0006980317,0.0001454009,0.00006838591,0.00004346305,0.0001630709,0.00000616027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991004,0.00006581462,0.00004320697,0.00004131556,0.000004484472,0.00002736488,0.0003382547,0.0000014918,0.000377519],"genre_scores_gemma":[0.9990471,0.00006866021,0.0001511812,0.00002032864,0.000004494217,0.00005346539,0.0005007333,0.000003197807,0.0001508335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02294782,"threshold_uncertainty_score":0.04562849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07383095988324692,"score_gpt":0.3856408940503606,"score_spread":0.3118099341671137,"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."}}