{"id":"W2317422852","doi":"10.1213/ane.0000000000001152","title":"The Feasibility of a Completely Automated Total IV Anesthesia Drug Delivery System for Cardiac Surgery","year":2016,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Bispectral index; Anesthesia; Propofol; Remifentanil; Hypnosis; Cardiac surgery; Cardiopulmonary bypass; Confidence interval; Surgery; 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":[0.0009838692,0.0004114245,0.0003206129,0.0002595895,0.0001452377,0.0004373307,0.0005365543,0.0003888558,0.001897613],"category_scores_gemma":[0.001949642,0.0001639878,0.0003237135,0.00007164261,0.000325514,0.0004441002,0.0004013117,0.0002547884,0.0002585948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135318,"about_ca_system_score_gemma":0.0005998422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003263374,"about_ca_topic_score_gemma":0.0002926214,"domain_scores_codex":[0.9993766,0.0001972721,0.00005244581,0.0001006752,0.0001933934,0.00007972983],"domain_scores_gemma":[0.9989786,0.0003862887,0.0001973154,0.00007722482,0.0002433355,0.000117241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007192499,0.004482121,0.02771369,0.001121677,0.0001671014,0.0003764262,0.000315918,0.005248434,0.7799813,0.0002929274,0.0006833111,0.1724247],"study_design_scores_gemma":[0.00304296,0.3344377,0.2088889,0.0002066162,0.0009044801,0.002812038,0.0004349145,0.07174006,0.3637629,0.0004494089,0.01312665,0.000193248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817504,0.000430165,0.01668558,0.00008349235,0.00005541448,0.0004030159,0.00009111992,0.0001279632,0.0003728264],"genre_scores_gemma":[0.9794223,0.0002174274,0.01928227,0.0001199861,0.00005887344,0.0003194479,0.0001910693,0.00001499258,0.0003737949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001897613,"threshold_uncertainty_score":0.006348133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778297466668075,"score_gpt":0.2787219634116183,"score_spread":0.2409389887449376,"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."}}