{"id":"W2794638931","doi":"10.3171/2017.8.jns171168","title":"Intraoperative monitoring with visual evoked potentials for brain surgeries","year":2018,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Visual field; Evoked potential; Visual evoked potentials; Retinal; ALARM; Operating microscope; Audiology; Ophthalmology; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009739403,0.0004396503,0.0002219649,0.0006016002,0.0001050878,0.0003194925,0.0001888002,0.000294646,0.0009559555],"category_scores_gemma":[0.005010118,0.00008448365,0.0001617406,0.0001890664,0.0002209375,0.0004048806,0.0003160956,0.0004160859,0.0003849029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008957413,"about_ca_system_score_gemma":0.0001958664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000101693,"about_ca_topic_score_gemma":0.0001513483,"domain_scores_codex":[0.9993679,0.0002565117,0.00005796044,0.00006986098,0.0001966383,0.00005100913],"domain_scores_gemma":[0.9974325,0.001472135,0.0005697229,0.000112299,0.0003051383,0.0001082934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004358917,0.0003930654,0.3816824,0.0008741345,0.0001270197,0.00521532,0.000322112,0.00147604,0.1720691,0.0002564005,0.0008900035,0.4323356],"study_design_scores_gemma":[0.0002649954,0.01087999,0.6991504,0.000550249,0.0004202626,0.08738978,0.000476632,0.0154604,0.1752015,0.0008677064,0.00924293,0.00009509006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501713,0.006746544,0.03958536,0.0001898347,0.0001069711,0.00009829184,0.0001477839,0.0002282363,0.002725715],"genre_scores_gemma":[0.9914542,0.001144729,0.006746785,0.00006851881,0.00009752437,0.0000553658,0.00009225649,0.00001692294,0.000323657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009739403,"threshold_uncertainty_score":0.005150735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248875953886736,"score_gpt":0.3213182452592154,"score_spread":0.298829485720348,"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."}}