{"id":"W2737963204","doi":"10.1213/xaa.0000000000000576","title":"Closed-Loop Control of Total Intravenous Anesthesia During Significant Intraoperative Blood Loss","year":2017,"lang":"en","type":"article","venue":"A & A Case Reports","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Anesthesia; Electroencephalography; Medicine; Hypnosis; Perfusion; Closed loop; Dosing; Burst suppression; Cardiology; Internal medicine","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":[0.000285114,0.0004708251,0.0002932534,0.0004663633,0.0002434129,0.0004854093,0.0006283928,0.0007428083,0.0003399907],"category_scores_gemma":[0.002267126,0.0001161098,0.0002418719,0.0002024421,0.0006558998,0.0004129821,0.0004499567,0.0007375104,0.00009407249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003196491,"about_ca_system_score_gemma":0.000271719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004785839,"about_ca_topic_score_gemma":0.0004683247,"domain_scores_codex":[0.9997426,0.00005080024,0.00002925626,0.00004230504,0.00007618198,0.00005895808],"domain_scores_gemma":[0.9991888,0.0003448912,0.0001906098,0.00008790504,0.00006593007,0.0001218017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002638374,0.0004993571,0.02131527,0.0002473688,0.0001028004,0.6229129,0.00141082,0.004118406,0.1288549,0.002133126,0.002278274,0.2134885],"study_design_scores_gemma":[0.0003152015,0.006374048,0.03193377,0.0001231469,0.00008836784,0.8081174,0.0003291999,0.05751625,0.08290119,0.003266651,0.008899771,0.0001349426],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338138,0.001186397,0.05919843,0.0006051173,0.0001901422,0.0001253386,0.00003327259,0.0005823842,0.004265253],"genre_scores_gemma":[0.9967971,0.0001234227,0.002431209,0.0001211502,0.0000546627,0.00001815499,0.00001395333,0.00001337004,0.0004269945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007428083,"threshold_uncertainty_score":0.002319217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130986884352679,"score_gpt":0.2620412714759187,"score_spread":0.2489425830406508,"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."}}