{"id":"W2935549813","doi":"10.4212/cjhp.v45i2.2612","title":"Selection and Monitoring of Muscle Relaxants During Mechanical Ventilation","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neuromuscular Blocking Agents; Anesthesia; Paralysis; Neuromuscular monitoring; Mechanical ventilation; Bolus (digestion); Vecuronium bromide; Adverse effect; Muscle relaxant; Neuromuscular Blockade; Surgery; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005199949,0.0003154961,0.0004587235,0.0006354664,0.0002526464,0.0004886234,0.0002148589,0.0004791426,0.0007545718],"category_scores_gemma":[0.003370821,0.00009831339,0.0001858758,0.0003319929,0.0002020133,0.0003523131,0.0001779184,0.0004579076,0.0003583966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049545,"about_ca_system_score_gemma":0.0002666454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004193412,"about_ca_topic_score_gemma":0.0005479538,"domain_scores_codex":[0.9994265,0.0001835164,0.00009303779,0.00007011284,0.0001715904,0.00005530479],"domain_scores_gemma":[0.9984744,0.0004161186,0.0005126644,0.00003815278,0.0002338024,0.000324831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004445065,0.0003887399,0.8148149,0.0003271438,0.00009876706,0.006788384,0.0004609401,0.0005379919,0.04405976,0.0001901894,0.002775908,0.1251123],"study_design_scores_gemma":[0.0001578218,0.006791708,0.9159793,0.0003408638,0.0001403614,0.01939549,0.000666764,0.003436896,0.04013115,0.0002163309,0.0126922,0.0000511919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9801356,0.007645148,0.003437647,0.0009621142,0.0001952413,0.0001992156,0.0002856564,0.0001126573,0.007026784],"genre_scores_gemma":[0.993991,0.001779666,0.002688818,0.0004655372,0.0001441523,0.0001087487,0.0001649256,0.00001113915,0.0006459074],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0007545718,"threshold_uncertainty_score":0.002749979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591588156909649,"score_gpt":0.2955346265622602,"score_spread":0.2696187449931637,"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."}}