{"id":"W3203431666","doi":"10.1002/ana.26238","title":"Comparative Effectiveness of Stereotactic Electroencephalography Versus Subdural Grids in Epilepsy Surgery","year":2021,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Neurological Disorders and Stroke; National Institute for Health and Care Research","keywords":"Stereoelectroencephalography; Odds ratio; Medicine; Propensity score matching; Epilepsy; Epilepsy surgery; Confidence interval; Electroencephalography; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003563997,0.0001211659,0.0007616599,0.0002390772,0.00001493605,0.000002342982,0.00005623391,0.00007198099,0.0000581764],"category_scores_gemma":[0.000273878,0.0001071126,0.0002069333,0.0005433734,0.0002016931,0.0000531268,0.0000341877,0.0002380882,0.000005013639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006397343,"about_ca_system_score_gemma":0.0001977666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007666263,"about_ca_topic_score_gemma":0.00007833738,"domain_scores_codex":[0.9980835,0.0008063876,0.0002996325,0.0002612203,0.0001882751,0.000360969],"domain_scores_gemma":[0.9968169,0.002462842,0.00009781427,0.0002448161,0.0002783357,0.00009925362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01605424,0.0009986936,0.965434,0.0002244333,0.0003566456,0.001356059,0.00006544625,0.000006159852,0.01467928,0.0002315204,0.000182115,0.0004114469],"study_design_scores_gemma":[0.00183983,0.003895765,0.8855419,0.00004951835,0.00002855076,0.00007797282,0.00001652619,0.00001183207,0.1081937,0.0002407799,0.00005325376,0.00005041057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966585,0.001139399,0.00000223303,0.001125864,0.0001311123,0.0002099365,0.00001032652,0.000008402775,0.0007142197],"genre_scores_gemma":[0.9990366,0.0006624347,0.00001090657,0.0001912542,0.00002001986,0.00002595008,0.00003952971,0.000008049032,0.000005272545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09351441,"threshold_uncertainty_score":0.4367925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105146214534041,"score_gpt":0.3893749985934529,"score_spread":0.2788603771400488,"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."}}