{"id":"W4307838322","doi":"10.1111/epi.17451","title":"Seizure outcome of pediatric magnetic resonance‐guided laser interstitial thermal therapy versus open surgery: A matched <scp>noninferiority</scp> cohort study","year":2022,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Children's Hospital of Eastern Ontario; Western University; Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children; University of Toronto","funders":"Pediatric Epilepsy Research Foundation","keywords":"Medicine; Surgery; Magnetic resonance imaging; Confidence interval; Retrospective cohort study; Epilepsy surgery; Cohort; Cohort study; Epilepsy; Radiology; Internal 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":[0.0008044753,0.000441025,0.0005200276,0.0005091407,0.0004510674,0.0005189293,0.000390518,0.0004111743,0.002047386],"category_scores_gemma":[0.001502275,0.0003378932,0.001048068,0.0004704908,0.000328909,0.0004930532,0.0004440001,0.0006456065,0.0002656831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005091784,"about_ca_system_score_gemma":0.0005008171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002676809,"about_ca_topic_score_gemma":0.002631674,"domain_scores_codex":[0.9993367,0.0001377737,0.00006386099,0.0002067972,0.0001235122,0.0001312971],"domain_scores_gemma":[0.9987757,0.0001407989,0.0006616804,0.0001442811,0.00008655741,0.0001910456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004628872,0.0005014475,0.9907306,0.00002578192,0.0004362605,0.0003331414,0.0001109523,0.0000624224,0.0007036193,0.00005685609,0.0002564642,0.002153581],"study_design_scores_gemma":[0.0006999559,0.006570716,0.9895374,0.00001681478,0.0002912717,0.001235116,0.0003820531,0.0004277939,0.0003342247,0.00005216996,0.0004360388,0.00001652617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996572,0.00005672229,0.00003962279,0.00001143177,0.000004184144,0.00001831602,0.0001446541,0.000001038189,0.00006700175],"genre_scores_gemma":[0.9994435,0.00004944117,0.00005329362,0.00002549918,0.0000145534,0.00003227065,0.0002952854,0.000002184844,0.00008405135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002676809,"threshold_uncertainty_score":0.006849229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.071140981263645,"score_gpt":0.3517180725405059,"score_spread":0.2805770912768609,"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."}}