{"id":"W177706942","doi":"","title":"Epilepsy surgery: recent advances in brain mapping, neuroimaging and surgical procedures.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Epilepsy surgery; Medicine; Magnetoencephalography; Epilepsy; Neuroimaging; Neuroscience; Electroencephalography; Neuromodulation; Psychology","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":[0.001522708,0.0009345093,0.0009423286,0.003009651,0.0002914417,0.001543712,0.001060826,0.001472171,0.007531887],"category_scores_gemma":[0.002537435,0.0002391,0.0005716065,0.003026829,0.001665571,0.002926928,0.001345165,0.002234851,0.00401848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009373901,"about_ca_system_score_gemma":0.001900489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001465654,"about_ca_topic_score_gemma":0.002621689,"domain_scores_codex":[0.9992268,0.0001608494,0.00009932828,0.0001293164,0.0003269309,0.00005671322],"domain_scores_gemma":[0.9973737,0.001194367,0.0003321365,0.000144492,0.0006872216,0.00026813],"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":[0.0000893874,0.00005701317,0.0008786459,0.004306491,0.00004263651,0.0003393409,0.000143478,0.000304126,0.001603701,0.006944692,0.03963562,0.9456548],"study_design_scores_gemma":[0.00001871758,0.000174126,0.005123858,0.002513019,0.00007350733,0.006062727,0.0002142923,0.0004488105,0.0008630735,0.01145707,0.9729916,0.00005912944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008908352,0.9821903,0.00311886,0.004120626,0.001650797,0.00001951187,0.0001017237,0.0001199984,0.007787296],"genre_scores_gemma":[0.008795784,0.9725782,0.00633076,0.002555259,0.004514798,0.00004543659,0.000211086,0.00004499152,0.004923625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007531887,"threshold_uncertainty_score":0.02519667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05747144939745497,"score_gpt":0.3010569563930025,"score_spread":0.2435855069955475,"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."}}