{"id":"W2071115408","doi":"10.1016/j.ajic.2011.04.003","title":"Use of audit and feedback with fluorescent targeting to achieve rapid improvements in room cleaning in the intensive care unit and ward settings","year":2011,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Audit; Intensive care unit; Transmission (telecommunications); Patient care; Medical emergency; Unit (ring theory); Intensive care medicine; Nursing; Business; Computer science; Telecommunications","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":[0.008403599,0.0007626761,0.0007344711,0.00105451,0.001082895,0.001098973,0.0009979511,0.0009877797,0.00195559],"category_scores_gemma":[0.03833906,0.0004095899,0.0004697893,0.0005771921,0.0003589927,0.001272167,0.001248359,0.0009562129,0.0003307879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025352,"about_ca_system_score_gemma":0.003300328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003804082,"about_ca_topic_score_gemma":0.004217688,"domain_scores_codex":[0.9905865,0.005486844,0.0007190196,0.0006849022,0.002101603,0.0004211632],"domain_scores_gemma":[0.9791108,0.01072366,0.003816278,0.001621309,0.003525946,0.001201983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007048326,0.01319996,0.1324582,0.0006734715,0.0001850449,0.0003598808,0.002604858,0.005139345,0.01185435,0.0005945434,0.007722744,0.8181592],"study_design_scores_gemma":[0.003112131,0.05956641,0.7032646,0.002138659,0.001068578,0.002611379,0.005189792,0.127924,0.07583138,0.003420857,0.01525621,0.0006160712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381251,0.0006863472,0.04462526,0.002654419,0.0003542382,0.001544976,0.0002498672,0.002592044,0.00916778],"genre_scores_gemma":[0.967346,0.0002220453,0.03050099,0.0004537983,0.00003425542,0.0003639687,0.00006243879,0.00003698734,0.0009795298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008403599,"threshold_uncertainty_score":0.04444301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262613904302195,"score_gpt":0.2701194348197448,"score_spread":0.2474932957767229,"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."}}