{"id":"W4205564417","doi":"10.1007/s12630-021-02187-9","title":"Noise in the operating room during induction of anesthesia: impact of a quality improvement initiative","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Providence Health Care; University of British Columbia","funders":"University of British Columbia; Providence Health Care","keywords":"Medicine; Interquartile range; Confidence interval; Anesthesia; Perioperative; Noise exposure; Noise (video); Prospective cohort study; Patient satisfaction; Surgery; Internal medicine; Audiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007792387,0.0004004727,0.0006018393,0.0008641741,0.001593482,0.002899052,0.001583206,0.002030815,0.001674468],"category_scores_gemma":[0.03339559,0.0002647485,0.00106655,0.001037513,0.0009927365,0.001208243,0.00233117,0.003143855,0.0001712873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006400712,"about_ca_system_score_gemma":0.02269802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06910215,"about_ca_topic_score_gemma":0.1058403,"domain_scores_codex":[0.9914287,0.002960114,0.0008466623,0.0005119503,0.002604717,0.001647803],"domain_scores_gemma":[0.9672536,0.007070159,0.007905118,0.0007229134,0.00646172,0.01058648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002323753,0.01148039,0.5282247,0.001521797,0.000804089,0.0004424956,0.008937799,0.001696892,0.001367993,0.001488432,0.02691216,0.4147995],"study_design_scores_gemma":[0.0003959589,0.002596481,0.9752581,0.0008521343,0.0003723061,0.0000900007,0.008280586,0.000993161,0.0003803037,0.0004121167,0.01028687,0.00008206099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8749315,0.008510539,0.001290692,0.1029315,0.002070992,0.0003816342,0.0008089049,0.0001421128,0.008932107],"genre_scores_gemma":[0.9850748,0.002953795,0.002276798,0.007865965,0.0006398102,0.0001441221,0.0003154476,0.00002650218,0.0007028054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06910215,"threshold_uncertainty_score":0.1373999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192866906756762,"score_gpt":0.2743637248269992,"score_spread":0.2524350557594316,"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."}}