{"id":"W3159507781","doi":"10.1177/01945998211011066","title":"Procedural Sedation in Minor Procedure Rooms for Pediatric Myringotomy and Tympanostomy: A Quality Improvement Initiative","year":2021,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Sedation; Tympanostomy tube; Pacu; Patient safety; Surgery; Ketamine; Anesthesia; Health care","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":[0.02567108,0.0005118186,0.0002774502,0.0009346526,0.001397375,0.001942908,0.001826786,0.0005063699,0.001977662],"category_scores_gemma":[0.0356869,0.0003446676,0.0007597195,0.001009569,0.001068699,0.001378118,0.004116692,0.001926119,0.0003023896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005198356,"about_ca_system_score_gemma":0.03483906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009109758,"about_ca_topic_score_gemma":0.01873777,"domain_scores_codex":[0.9809811,0.008635304,0.002583924,0.001212501,0.005204227,0.001382829],"domain_scores_gemma":[0.9433113,0.006856997,0.02477479,0.003102129,0.01004483,0.01190999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009528548,0.006915173,0.4086021,0.001866599,0.0002577339,0.0001792232,0.002877003,0.002047348,0.006842749,0.001816463,0.01941033,0.5482324],"study_design_scores_gemma":[0.0009823665,0.01091664,0.9387913,0.001293122,0.000222523,0.0004481307,0.0028353,0.003245975,0.006088433,0.0004424568,0.03465782,0.00007591955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970255,0.004396889,0.02670408,0.04013554,0.0008559055,0.009147498,0.002054346,0.00146412,0.01821612],"genre_scores_gemma":[0.9016306,0.002504229,0.08394784,0.004189301,0.0003601692,0.003163696,0.001789561,0.00008123101,0.00233339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02567108,"threshold_uncertainty_score":0.1357633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03257822628191959,"score_gpt":0.3170297529652594,"score_spread":0.2844515266833398,"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."}}