{"id":"W4229836497","doi":"10.1017/cjn.2019.110","title":"P.009 Characterizing drug-resistant epilepsy in an adult cohort with new-onset epilepsy","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging","funders":"","keywords":"Epilepsy; Cohort; Medicine; Drug Resistant Epilepsy; Pediatrics; Prospective cohort study; Etiology; Cohort study; Epilepsy syndromes; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0003823806,0.0001479787,0.0001442467,0.0005678372,0.0002833569,0.0004144514,0.0002280255,0.0002338799,0.004420013],"category_scores_gemma":[0.00166005,0.0001045105,0.0002750207,0.0005321078,0.0001622423,0.0003856371,0.0003379301,0.0003548716,0.0005063868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002865376,"about_ca_system_score_gemma":0.0004767739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009995189,"about_ca_topic_score_gemma":0.01498974,"domain_scores_codex":[0.9997682,0.00003473872,0.00003599937,0.00004397698,0.00005341552,0.00006365812],"domain_scores_gemma":[0.9985921,0.0001770248,0.0007629155,0.00006472949,0.0001453888,0.0002579076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001513477,0.000006435349,0.9995037,0.000001878179,0.000005777848,0.00004063416,0.00001034459,0.000004714052,0.00004151973,0.00000301007,0.00005710739,0.0003097728],"study_design_scores_gemma":[0.0000022751,0.00002602346,0.9993231,0.00000294092,0.000004734929,0.0004130585,0.00007615829,0.00003387978,0.00002214127,0.000005860053,0.00008891146,8.938433e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986349,0.0001168725,0.00005049678,0.00006803307,0.000005739526,0.000008608757,0.0005845272,0.000002482381,0.0005284928],"genre_scores_gemma":[0.9992518,0.00007737923,0.00005638352,0.00003343083,0.0000060055,0.000006160353,0.0004199821,0.000001415143,0.0001474755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009995189,"threshold_uncertainty_score":0.01987404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456160059438678,"score_gpt":0.2803299495543599,"score_spread":0.2557683489599731,"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."}}