{"id":"W2401049058","doi":"10.17712/nsj.2015.3.20140548","title":"Awake craniotomy","year":2015,"lang":"en","type":"article","venue":"Neurosciences","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Awake craniotomy; Craniotomy; Psychology; Medicine; Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.0001535537,0.00006868885,0.00009906384,0.00004113416,0.00006824041,0.000035191,0.00007525533,0.00002091759,0.000008761681],"category_scores_gemma":[0.0002543214,0.00004732448,0.00002709433,0.0001895716,0.000143879,0.00006254212,0.00001443567,0.00009606682,0.00008538712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008985199,"about_ca_system_score_gemma":0.00009472431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000835447,"about_ca_topic_score_gemma":1.976165e-7,"domain_scores_codex":[0.9992337,0.00003868186,0.0000723026,0.0001929485,0.0003013473,0.0001610196],"domain_scores_gemma":[0.9995955,0.00002949888,0.00001648037,0.0001180213,0.00005876231,0.0001817032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001092289,0.0007845906,0.3452531,0.00006769758,0.000006667402,0.002001648,0.001399976,0.00006950082,0.6176298,0.003142104,0.01461062,0.01492508],"study_design_scores_gemma":[0.003858743,0.00741988,0.2636821,0.0001713035,0.00006121159,0.003651678,0.0006014265,0.00256959,0.3637788,0.0004492727,0.35316,0.0005960204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807723,0.00002330995,0.00002372597,0.001169903,0.001727863,0.0001049697,3.177952e-7,0.00007816894,0.01609941],"genre_scores_gemma":[0.9948056,0.000004215744,0.0001751344,0.0009205882,0.0002248281,0.000005739882,2.569374e-7,0.000005775902,0.003857815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3385493,"threshold_uncertainty_score":0.1929836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09055250244884902,"score_gpt":0.3407412746492621,"score_spread":0.2501887722004131,"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."}}