{"id":"W4401285076","doi":"10.1111/epi.18076","title":"Investigating current clinical opinions in stereoelectroencephalography‐informed epilepsy surgery","year":2024,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Montreal Neurological Institute and Hospital; McGill University","keywords":"Stereoelectroencephalography; Epilepsy surgery; Epilepsy; Psychology; Medicine; Anesthesia; Neuroscience; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02864091,0.0001922242,0.0002882913,0.001982044,0.0008605702,0.002296398,0.0007762135,0.001097029,0.002135083],"category_scores_gemma":[0.08465223,0.0002462871,0.000595774,0.00169222,0.002605789,0.002428337,0.002255528,0.001043736,0.0003859501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745992,"about_ca_system_score_gemma":0.002259065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003192271,"about_ca_topic_score_gemma":0.003314153,"domain_scores_codex":[0.976688,0.01531858,0.002459406,0.0009369977,0.003346777,0.00125035],"domain_scores_gemma":[0.8992653,0.05862404,0.02538992,0.001582191,0.01171099,0.003427546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002853423,0.0001156057,0.7472514,0.001082927,0.0001583923,0.00102359,0.1731784,0.0004017147,0.001419846,0.00131871,0.004366648,0.06939754],"study_design_scores_gemma":[0.00004405721,0.0004970151,0.5467225,0.001928314,0.0001055549,0.001932094,0.4272707,0.001251311,0.0009072517,0.001372925,0.01785084,0.0001175458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865257,0.001598851,0.0009180624,0.006308343,0.00009283479,0.00006260501,0.0001673615,0.000008418422,0.004317884],"genre_scores_gemma":[0.9966347,0.001084596,0.0005877492,0.001308471,0.00005857448,0.00004221642,0.0000890408,0.000005008418,0.0001896851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02864091,"threshold_uncertainty_score":0.1514694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09316694988308692,"score_gpt":0.4193997597151831,"score_spread":0.3262328098320961,"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."}}