{"id":"W2621166316","doi":"","title":"Staff and patient perceptions of noise in SA hospitals - a pilot study : short report","year":2016,"lang":"en","type":"article","venue":"Occupational Health Southern Africa","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Noise (video); Guideline; Perception; Noise level; Family medicine; Medicine; Sound level meter; Nursing; Medical emergency; Psychology; Audiology","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":[0.002250639,0.0003792855,0.0003250405,0.0005186129,0.0009931243,0.0007274051,0.0002266439,0.0005638123,0.003112277],"category_scores_gemma":[0.005033954,0.0004017398,0.000397523,0.0003376538,0.0005302113,0.0005321159,0.0007629197,0.0007624243,0.0006313106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004364561,"about_ca_system_score_gemma":0.0009178165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746612,"about_ca_topic_score_gemma":0.003053891,"domain_scores_codex":[0.9988992,0.0005226579,0.0001122936,0.00007760213,0.0001902681,0.0001979096],"domain_scores_gemma":[0.9954339,0.001764389,0.0008810131,0.0001828736,0.0007681871,0.0009696126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001321591,0.005913954,0.9216924,0.0003308514,0.00007480623,0.0008197611,0.04831378,0.0001090804,0.004915305,0.00003954498,0.0004953374,0.01597353],"study_design_scores_gemma":[0.0001531285,0.03623486,0.87523,0.00009068599,0.00009053511,0.001225939,0.08315076,0.0002802266,0.001545333,0.0000585112,0.001872734,0.00006725561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996663,0.00002402051,0.00004780951,0.0000234222,0.00000309096,0.00002910851,0.00002800668,0.000001584309,0.0001766011],"genre_scores_gemma":[0.9992377,0.00008314346,0.0001817181,0.00006817249,0.00001215681,0.00008121473,0.00003994269,0.000001607237,0.0002942827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003112277,"threshold_uncertainty_score":0.01190269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05507099392468361,"score_gpt":0.3948867883407784,"score_spread":0.3398157944160948,"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."}}