{"id":"W210380679","doi":"10.1177/175045890801800903","title":"Noisiness in Operating Theatres: Nurses’ Perceptions and Potential Difficulty Communicating","year":2008,"lang":"en","type":"article","venue":"Journal of Perioperative Practice","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Auto Workers; McMaster University","funders":"Workplace Safety and Insurance Board","keywords":"QUIET; Noise (video); Operating theatres; Perception; Audiology; Occupational safety and health; Health care; Psychology; Noise level; Nursing; Applied psychology; Medical emergency; Medical education; Medicine; Hearing loss; Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004465003,0.0001783505,0.0004178588,0.000213462,0.0003719245,0.00005651431,0.0001071269,0.00007676965,0.00009746831],"category_scores_gemma":[0.0135246,0.0001380332,0.00009861013,0.0002423256,0.0003229059,0.0008747214,0.00006407722,0.0009745156,0.000008119315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259571,"about_ca_system_score_gemma":0.0002755161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008489323,"about_ca_topic_score_gemma":0.00002081659,"domain_scores_codex":[0.9982999,0.0004819997,0.0005495502,0.0001568178,0.0003168911,0.0001948273],"domain_scores_gemma":[0.9905267,0.0005111876,0.0003088468,0.0001518929,0.008382794,0.0001186093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.002607194,0.002506102,0.04766449,0.0001068737,0.0006458137,0.005039447,0.1813672,0.0006389588,0.7454333,0.0005279912,0.001449809,0.01201274],"study_design_scores_gemma":[0.007966455,0.001621425,0.3080524,0.0009421187,0.0004240097,0.03746698,0.6329722,0.001402633,0.001604452,0.000004675175,0.00710971,0.0004329768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979632,0.0006690009,0.0007491803,0.01126082,0.000152992,0.000264172,0.000004654627,0.000008522851,0.007258609],"genre_scores_gemma":[0.9840652,0.000971883,0.009238638,0.005292915,0.0001615069,0.000006025893,0.000006683935,0.00002317298,0.0002339461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7438289,"threshold_uncertainty_score":0.9947849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007217154262479,"score_gpt":0.3341693484688246,"score_spread":0.3140971769261998,"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."}}