{"id":"W4321748872","doi":"10.1111/epi.17560","title":"Magnetic resonance‐guided laser interstitial thermal therapy for<scp>drug‐resistant</scp>epilepsy: A systematic review and individual participant data<scp>meta‐analysis</scp>","year":2023,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Hospital for Sick Children; Montreal Neurological Institute and Hospital; SickKids Foundation; University of Toronto; McGill University; Université Laval; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Magnetic resonance imaging; Medicine; Epilepsy; Odds ratio; Hazard ratio; Epilepsy surgery; Corpus callosotomy; Meta-analysis; Semiology; Drug Resistant Epilepsy; Surgery; Internal medicine; Radiology; Confidence interval; 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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004845454,0.001724894,0.0137231,0.001022126,0.0003455612,0.0003238901,0.001616695,0.0005354914,0.000188241],"category_scores_gemma":[0.004002478,0.001121594,0.003583612,0.002303712,0.0004167145,0.0002539073,0.0008321039,0.001127937,0.0005483307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590343,"about_ca_system_score_gemma":0.0009737286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001407,"about_ca_topic_score_gemma":0.0001211139,"domain_scores_codex":[0.9886466,0.002103399,0.003307168,0.002342675,0.001647786,0.001952325],"domain_scores_gemma":[0.986742,0.006627716,0.00130379,0.003895405,0.0003563863,0.001074704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003585806,0.0005913113,0.000107153,0.7432652,0.1873684,0.0007670562,0.0003353856,5.07117e-7,5.969959e-7,0.0001365882,0.0587,0.00869195],"study_design_scores_gemma":[0.001625615,0.0009950302,0.0002321823,0.09292503,0.6076488,0.0001000425,0.0001377604,0.00003794074,0.000002042725,0.00003884727,0.2960153,0.0002413167],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009944808,0.9786507,0.00002019926,0.0002131809,0.0001929548,0.01519652,0.004941037,0.0002810064,0.000404961],"genre_scores_gemma":[0.0001297236,0.9757935,0.0003471886,0.0007658766,0.000422958,0.008850443,0.006055713,0.0003411645,0.007293413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6503402,"threshold_uncertainty_score":0.9995497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2588719052800285,"score_gpt":0.409794847099993,"score_spread":0.1509229418199646,"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."}}