{"id":"W3022617616","doi":"10.1016/b978-0-12-805299-0.00029-4","title":"Awake Craniotomy","year":2017,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Awake craniotomy; Medicine; Craniotomy; Neurosurgery; Anesthesia; Anesthetic; Epilepsy; Epilepsy surgery; Surgery","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":[0.0001009818,0.0008894238,0.0002655448,0.0007638464,0.0005703804,0.000829801,0.0004033602,0.0007312204,0.1328055],"category_scores_gemma":[0.0002253721,0.000177611,0.0003849297,0.0004756929,0.0004734719,0.001200858,0.001229491,0.001860713,0.05148017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182834,"about_ca_system_score_gemma":0.0006457942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159397,"about_ca_topic_score_gemma":0.006690711,"domain_scores_codex":[0.9999344,0.000004655191,0.00000377981,0.00001451054,0.00003057983,0.00001199105],"domain_scores_gemma":[0.9999534,0.00001433804,0.000003859038,0.000007258047,0.000006865636,0.00001425903],"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":[0.00003153977,0.00002703686,0.0001606452,0.0002166235,0.0000118068,0.001708695,0.0001027969,0.0001464124,0.002974197,0.01687352,0.2306594,0.7470874],"study_design_scores_gemma":[0.000004883128,0.00002233699,0.0007107718,0.0001989362,0.000005859691,0.006362901,0.00005987868,0.00009321781,0.0005168943,0.005710597,0.9863057,0.000008002041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002276377,0.02293658,0.005935405,0.002364557,0.003343574,0.00003748478,0.0002499738,0.0005134953,0.9623426],"genre_scores_gemma":[0.009240822,0.02557832,0.004349143,0.001589702,0.001440528,0.00003893597,0.0004213885,0.0001657065,0.9571753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1328055,"threshold_uncertainty_score":0.4442788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305765507797098,"score_gpt":0.3074892451576624,"score_spread":0.2769126943779526,"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."}}