{"id":"W2090178385","doi":"10.1503/cmaj.140427","title":"Epilepsy surgery in childhood: no longer the treatment of last resort","year":2014,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada); Hospital for Sick Children","funders":"","keywords":"Epilepsy; Medicine; Psychiatry; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008292505,0.0006294696,0.0009462513,0.0008669614,0.0009606269,0.001085975,0.00102124,0.004414667,0.01501954],"category_scores_gemma":[0.005056344,0.0001739908,0.0005814122,0.0007080701,0.001311417,0.004210207,0.000742035,0.0108484,0.008384564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685065,"about_ca_system_score_gemma":0.001594509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237641,"about_ca_topic_score_gemma":0.0100639,"domain_scores_codex":[0.9992064,0.0001852008,0.00009788654,0.00009857687,0.0003064095,0.0001056333],"domain_scores_gemma":[0.9971111,0.001245105,0.0003828391,0.00007735055,0.0005847475,0.0005988779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007382788,0.00004169,0.0009246531,0.0008867286,0.00002525628,0.004775968,0.00006626344,0.0001109612,0.0002166888,0.004544473,0.8464466,0.1418869],"study_design_scores_gemma":[0.00004463017,0.0000937138,0.0020729,0.005480277,0.00003278167,0.02260783,0.0002865138,0.0000962147,0.0001331274,0.007095689,0.9620142,0.00004220633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008354153,0.2037269,0.0004839467,0.7202823,0.05650232,0.00001016999,0.000130418,0.0000553612,0.01797318],"genre_scores_gemma":[0.01487631,0.3884088,0.0007666833,0.3925252,0.185805,0.00002222764,0.0002704154,0.00008440432,0.01724097],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01501954,"threshold_uncertainty_score":0.05024534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409934798959654,"score_gpt":0.2559688696950972,"score_spread":0.2418695217055007,"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."}}