{"id":"W2092909187","doi":"10.1055/s-0029-1215350","title":"Preparation, sedation, and monitoring","year":2010,"lang":"en","type":"letter","venue":"Endoscopy","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Capnography; Medicine; Pulse oximetry; Sedation; Hypoventilation; Hypoxemia; Anesthesia; Respiratory monitoring; Apnea; Oxygen saturation; Intensive care medicine; American society of anesthesiologists; Respiratory system; Oxygen; 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":[0.001016582,0.00070866,0.0007097296,0.0004822534,0.002182501,0.001183652,0.0009001335,0.01285487,0.007332688],"category_scores_gemma":[0.007592524,0.0003541044,0.0005699538,0.0002801621,0.0009239638,0.00157584,0.0008370122,0.01071882,0.009064258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002398083,"about_ca_system_score_gemma":0.002668907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002780007,"about_ca_topic_score_gemma":0.006349494,"domain_scores_codex":[0.9989904,0.0003240765,0.00011552,0.00008945697,0.0003175314,0.0001630646],"domain_scores_gemma":[0.9988606,0.0002504961,0.0001210107,0.00009860189,0.0003445146,0.0003248333],"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":[0.0001815176,0.0005945719,0.005097083,0.0003689423,0.00002694601,0.1142867,0.000627762,0.0005427913,0.004493622,0.004490353,0.7675861,0.1017034],"study_design_scores_gemma":[0.0001201966,0.0004779393,0.005880224,0.0008196764,0.00001959368,0.1038096,0.000559776,0.0009100878,0.0007187238,0.01112137,0.8754923,0.00007045142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01210178,0.01234437,0.004225124,0.8493664,0.02698324,0.0009266188,0.0002129697,0.000375803,0.0934637],"genre_scores_gemma":[0.07600306,0.01624024,0.01140687,0.7722691,0.05958852,0.001134901,0.0002954929,0.0001099537,0.06295187],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01285487,"threshold_uncertainty_score":0.02453029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716796169187673,"score_gpt":0.3241756570335294,"score_spread":0.3070076953416527,"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."}}