{"id":"W1639334631","doi":"10.1016/j.aucc.2015.08.001","title":"An investigation of light and sound levels on intensive care units in China","year":2015,"lang":"en","type":"article","venue":"Australian Critical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Intensive care; Sound (geography); Ventilation (architecture); Critically ill; Sound pressure; Audiology; Anesthesia; Internal medicine; Acoustics; Intensive care medicine; Meteorology","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":[0.0004861319,0.0003550864,0.0003990164,0.001392983,0.001690216,0.0008523201,0.0006109882,0.0004677643,0.001560039],"category_scores_gemma":[0.0009963808,0.0003715614,0.0003955791,0.002634616,0.0007622071,0.0004605266,0.001071877,0.0006167855,0.0001512403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003054088,"about_ca_system_score_gemma":0.003305038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1890474,"about_ca_topic_score_gemma":0.2716113,"domain_scores_codex":[0.9994532,0.0001072412,0.00005119323,0.00009403868,0.0001155674,0.0001786545],"domain_scores_gemma":[0.9989077,0.0001181085,0.0002602981,0.00003930887,0.0002845316,0.0003901088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005529471,0.0001098267,0.9915457,0.00003124485,0.00003515336,0.0003178918,0.004461583,0.00004208261,0.0006132875,0.00008838725,0.0001526649,0.002546685],"study_design_scores_gemma":[0.000001723485,0.00004844069,0.9963093,0.000007081744,0.000009829289,0.00005517559,0.003288049,0.00006825372,0.00002740663,0.00001854738,0.0001620246,0.000004157314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990726,0.00004484204,0.00003131085,0.00008001243,0.000003854712,0.00001038393,0.00005997634,9.632948e-7,0.0006961734],"genre_scores_gemma":[0.9992428,0.00005890995,0.00006550755,0.00007543527,0.00000715981,0.00001190208,0.00007445652,9.43666e-7,0.0004628416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1890474,"threshold_uncertainty_score":0.3758939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09398487380449337,"score_gpt":0.3661214870582059,"score_spread":0.2721366132537125,"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."}}