{"id":"W2888997827","doi":"10.3171/2018.6.focus18217","title":"Multimodal localization and surgery for epileptic spasms of focal origin: a review","year":2018,"lang":"en","type":"review","venue":"Neurosurgical FOCUS","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Epilepsy surgery; Epilepsy; Neuroimaging; Neurosurgery; Medicine; Intractable epilepsy; Intensive care medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004110044,0.0007540201,0.0009648891,0.003855219,0.0002629177,0.0007495025,0.0007310191,0.0007356959,0.004221535],"category_scores_gemma":[0.001220026,0.0002128926,0.0006008693,0.002371705,0.0003735694,0.001214757,0.0005034452,0.0009680156,0.001174916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003883883,"about_ca_system_score_gemma":0.001140446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203963,"about_ca_topic_score_gemma":0.002318204,"domain_scores_codex":[0.9998287,0.0000295387,0.0000502154,0.00003098057,0.00004897644,0.00001155469],"domain_scores_gemma":[0.9994603,0.0003303458,0.00009157403,0.00001142922,0.00007856539,0.00002783007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004263573,0.00006623141,0.0004375881,0.03424739,0.0001428649,0.0005482535,0.0001121283,0.0002653228,0.0006754623,0.001830411,0.02488943,0.9367423],"study_design_scores_gemma":[0.00002091656,0.0001378934,0.002569628,0.02356476,0.0004900185,0.0113922,0.0001734107,0.000141184,0.0004153098,0.002185067,0.9588751,0.00003463193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001143373,0.9989735,0.0000666521,0.0001773957,0.0000893505,0.000004141526,0.00001231901,0.000004009475,0.00055834],"genre_scores_gemma":[0.0006297987,0.9988074,0.0001323991,0.0001152185,0.0001288352,0.000005001109,0.0000179796,0.00000101323,0.0001623652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004221535,"threshold_uncertainty_score":0.01412243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08872129591760403,"score_gpt":0.3877951384192156,"score_spread":0.2990738425016116,"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."}}