{"id":"W2004575252","doi":"10.1111/j.1365-2044.2008.05629.x","title":"Accuracy of detecting changes in auditory heart rate in a simulated operating room environment*","year":2008,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Heart rate; Distraction; Anesthesia; Heart rate variability; Audiology; Blood pressure; Internal medicine","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":[0.001500293,0.0002768721,0.0003366958,0.0002732054,0.00008058496,0.0004263249,0.0002064091,0.0004531345,0.001084516],"category_scores_gemma":[0.02004577,0.0001680612,0.0001782954,0.00007032901,0.0002772189,0.0002109191,0.0003988572,0.0002058138,0.0003974184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001411388,"about_ca_system_score_gemma":0.0001327816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005259402,"about_ca_topic_score_gemma":0.0004218452,"domain_scores_codex":[0.9988317,0.0003723052,0.0001516711,0.0001820221,0.0003557999,0.0001065435],"domain_scores_gemma":[0.9900132,0.006896298,0.001085868,0.0004301774,0.001028598,0.0005456863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01974295,0.00100734,0.6702098,0.000518282,0.0004453394,0.0006801276,0.002711409,0.004332236,0.2060701,0.00009911604,0.0004439803,0.09373932],"study_design_scores_gemma":[0.000173824,0.01060455,0.9553757,0.00002867863,0.000101477,0.00121801,0.0006307944,0.007675289,0.02353636,0.00009141608,0.0005188949,0.00004501466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988576,0.00006668238,0.0006508547,0.00001605383,0.000008952397,0.00001200809,0.00003167992,0.00001503382,0.0003411515],"genre_scores_gemma":[0.9991866,0.00004353208,0.000496699,0.00001465736,0.000005756696,0.000006921673,0.00005570339,0.000003013652,0.0001871314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001500293,"threshold_uncertainty_score":0.007934391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03938081172325874,"score_gpt":0.2960678922856691,"score_spread":0.2566870805624104,"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."}}