{"id":"W3023235447","doi":"10.1093/neuros/nyaa112","title":"Stereoelectroencephalography Versus Subdural Strip Electrode Implantations: Feasibility, Complications, and Outcomes in 500 Intracranial Monitoring Cases for Drug-Resistant Epilepsy","year":2020,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Stereoelectroencephalography; Medicine; Epilepsy; Anesthesia; Surgery; Epilepsy surgery; Nuclear 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":[0.000516477,0.0002453307,0.0003092472,0.001002737,0.0002227415,0.0004417302,0.0002327465,0.0004085203,0.0006435193],"category_scores_gemma":[0.00258858,0.0002581267,0.0003735235,0.0004906836,0.0003631465,0.0003162771,0.000428794,0.0002199987,0.0001224863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003651703,"about_ca_system_score_gemma":0.000229589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053735,"about_ca_topic_score_gemma":0.001508681,"domain_scores_codex":[0.9995394,0.0001082412,0.0000698294,0.0001031749,0.0001163418,0.00006316201],"domain_scores_gemma":[0.9985127,0.0005492186,0.0005889524,0.00009668228,0.00006624217,0.0001861436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002106978,0.00003656529,0.9962843,0.000009611457,0.00002655829,0.0005970193,0.00006557468,0.00005270928,0.0003658051,0.000006657649,0.00003371798,0.002310783],"study_design_scores_gemma":[0.00003190257,0.0006694756,0.993329,0.000008454381,0.00003972749,0.004669053,0.0002134164,0.0004170497,0.0005016706,0.00001702691,0.00009550709,0.000007673182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997701,0.00008196056,0.00005205852,0.00000483765,8.638081e-7,0.000004931032,0.00003614857,0.000001747375,0.00004740266],"genre_scores_gemma":[0.9996699,0.00006882663,0.00007628417,0.000008895737,0.000005874035,0.00000784838,0.0001375938,0.000001177805,0.00002357971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001053735,"threshold_uncertainty_score":0.002731383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07444086640675371,"score_gpt":0.3502283234326928,"score_spread":0.2757874570259391,"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."}}