{"id":"W2986561135","doi":"10.1007/s12630-019-01522-5","title":"Evaluating NeuroSENSE for assessing depth of hypnosis during desflurane anesthesia: an adaptive, randomized-controlled trial","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Columbian Hospital; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Desflurane; Anesthesia; Bispectral index; Unconsciousness; Interquartile range; Medicine; Electroencephalography; Hypnosis; Propofol; Burst suppression; Anesthetic; Level of consciousness; Randomized controlled trial; Isoflurane; Remifentanil; Sevoflurane; Intraoperative Awareness; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007147706,0.0007214377,0.004311459,0.001657736,0.0005985816,0.0003027642,0.0007757916,0.0003906594,0.0002355227],"category_scores_gemma":[0.001805721,0.0005673695,0.0018872,0.0005623797,0.0004128203,0.001123863,0.000009821795,0.001049433,0.000009068399],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007232454,"about_ca_system_score_gemma":0.007257009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001279503,"about_ca_topic_score_gemma":0.0006688297,"domain_scores_codex":[0.992574,0.001386538,0.00295843,0.000534948,0.001241645,0.001304411],"domain_scores_gemma":[0.9898034,0.001149796,0.003231633,0.0005624046,0.002386697,0.002866055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"case_report","study_design_scores_codex":[0.7842914,0.0002830297,0.006245235,0.0002270271,0.0008624358,0.2015855,0.001476993,0.001035044,0.001943368,0.0003476736,0.0001045344,0.001597758],"study_design_scores_gemma":[0.4327371,0.005436404,0.004098592,0.000518218,0.001277278,0.5530477,0.0008744146,0.001031422,0.0003706426,0.0001339431,0.00009822504,0.0003760695],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929411,0.0007608248,0.00008288366,0.001727185,0.0003586905,0.003832131,0.000002361447,0.00001616305,0.000278683],"genre_scores_gemma":[0.9942702,0.00004578999,0.00363954,0.0001930858,0.0009676315,0.00005263723,0.00001048865,0.0001551617,0.0006654417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3515543,"threshold_uncertainty_score":0.9996778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797221428880435,"score_gpt":0.301488847409244,"score_spread":0.2635166331204396,"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."}}