{"id":"W2337302613","doi":"10.1007/s12630-016-0639-5","title":"Neuromuscular monitoring should be required when neuromuscular blocking drugs are used: Is it time to change the Canadian guidelines?","year":2016,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Neuromuscular Blocking Agents; Blocking (statistics); Neuromuscular monitoring; Medicine; Neuromuscular junction; Neuromuscular Blockade; Anesthesia; Computer science; Neuroscience; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003939918,0.0006413021,0.001468248,0.001425999,0.007074784,0.004045915,0.00277373,0.05832019,0.007549495],"category_scores_gemma":[0.04371217,0.0007875207,0.001688819,0.001533328,0.005923773,0.004860982,0.001612492,0.05489579,0.002933857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02407246,"about_ca_system_score_gemma":0.04924861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3140729,"about_ca_topic_score_gemma":0.5821461,"domain_scores_codex":[0.9932201,0.0008907964,0.00128815,0.0006146603,0.002637374,0.001348889],"domain_scores_gemma":[0.967774,0.007153595,0.002734435,0.0004995827,0.01235007,0.00948822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004205645,0.00006476726,0.002800717,0.0001417302,0.00002838098,0.00538387,0.0004518822,0.000134125,0.0002070444,0.004394773,0.9694554,0.0168954],"study_design_scores_gemma":[0.0002136902,0.00007728217,0.006214235,0.002172492,0.00008381711,0.01166631,0.002364515,0.0006741863,0.0001920857,0.01318636,0.9629239,0.0002310639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003079899,0.001025121,0.00005677524,0.9911774,0.005408466,0.000005543637,0.00001873433,0.00000785969,0.001992054],"genre_scores_gemma":[0.007398216,0.003611232,0.0007718607,0.952123,0.03210839,0.00001825732,0.00004813895,0.00002458596,0.003896303],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3140729,"threshold_uncertainty_score":0.6244895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008400639299819,"score_gpt":0.2937134414100928,"score_spread":0.1928733774801109,"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."}}