{"id":"W2775293967","doi":"10.1016/j.yebeh.2017.10.036","title":"The clinical impact of integration of magnetoencephalography in the presurgical workup for refractory nonlesional epilepsy","year":2017,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Notre-Dame; Izaak Walton Killam Health Centre","funders":"","keywords":"Magnetoencephalography; Epilepsy; Epilepsy surgery; Medicine; Stereoelectroencephalography; Refractory (planetary science); Retrospective cohort study; Observational study; Electroencephalography; Radiology; Surgery; 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":[0.001338683,0.0005358104,0.0003773175,0.0009667253,0.000298764,0.0009151232,0.0003528153,0.0005435339,0.001045816],"category_scores_gemma":[0.01068842,0.0001724752,0.0002812816,0.0008523153,0.0005515632,0.001259958,0.0004389859,0.0008063049,0.0002172352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004640445,"about_ca_system_score_gemma":0.00129535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00483439,"about_ca_topic_score_gemma":0.01429056,"domain_scores_codex":[0.9994467,0.0002399961,0.00006360907,0.000045721,0.0001370909,0.00006678671],"domain_scores_gemma":[0.996935,0.001633573,0.0003026265,0.00009846927,0.0006596816,0.0003706735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006091521,0.0007417566,0.7206126,0.0002624098,0.0003355363,0.009258479,0.0004155374,0.001703158,0.007078267,0.0003189663,0.001674422,0.2515073],"study_design_scores_gemma":[0.0001989565,0.001936157,0.9781702,0.0002454824,0.0004813218,0.009220994,0.001016413,0.003647848,0.001811279,0.000773515,0.002449405,0.0000482658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709644,0.01143225,0.001243091,0.002882069,0.0002357512,0.00006869924,0.0002034117,0.00002624444,0.01294415],"genre_scores_gemma":[0.9946306,0.003280245,0.001190489,0.0002148123,0.0003224158,0.000009390977,0.0001440132,0.000009945586,0.0001981321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00483439,"threshold_uncertainty_score":0.009612501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.090267249029263,"score_gpt":0.4539129874342599,"score_spread":0.3636457384049969,"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."}}