{"id":"W2085778645","doi":"10.1053/bean.2001.0136","title":"Management of muscle relaxation during target-controlled anaesthesia","year":2001,"lang":"en","type":"article","venue":"Best practice & research. Clinical anaesthesiology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Anesthesia; Muscle relaxation; Tracheal intubation; Bolus (digestion); Neuromuscular monitoring; Neuromuscular Blocking Agents; Intubation; Neuromuscular Blockade; 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":[],"consensus_categories":[],"category_scores_codex":[0.006969176,0.0002706739,0.00112998,0.0003714953,0.0002808935,0.00002338066,0.0004036232,0.0004014888,0.0004106731],"category_scores_gemma":[0.004361929,0.0002136278,0.0003964429,0.0007672752,0.0007695727,0.0003633715,0.0001761664,0.001119973,0.0007068049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050424,"about_ca_system_score_gemma":0.0002030335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001791084,"about_ca_topic_score_gemma":0.00000739095,"domain_scores_codex":[0.9929488,0.003041807,0.001475986,0.000795837,0.0009281358,0.0008093823],"domain_scores_gemma":[0.9951715,0.001982087,0.000632929,0.0009251296,0.0008630057,0.0004253117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05347352,0.01611416,0.4564923,0.0004479928,0.001634904,0.02303877,0.0005983725,0.00003695349,0.001357096,0.01344103,0.001330172,0.4320347],"study_design_scores_gemma":[0.01592661,0.01325921,0.8025829,0.0003221536,0.0005480578,0.0003871127,0.003264125,0.0003214183,0.0001382752,0.00133407,0.1615636,0.0003524783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734394,0.0007810388,0.0001186595,0.008992296,0.0000796852,0.001432946,0.000001074602,0.00005934857,0.01509557],"genre_scores_gemma":[0.9719666,0.01763927,0.005569014,0.0006558598,0.000220986,0.0001352219,0.00002342835,0.00005194568,0.003737709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4316823,"threshold_uncertainty_score":0.9084783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153461811060029,"score_gpt":0.4495255473433893,"score_spread":0.3341793662373865,"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."}}