{"id":"W2892872038","doi":"10.1017/ice.2018.221","title":"Hand hygiene opportunities on Canadian acute-care inpatient units: A multicenter observational study","year":2018,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeridge Health; Health Sciences Centre; Sunnybrook Health Science Centre; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Observational study; Hygiene; Medicine; Multicenter study; Emergency medicine; Randomized controlled trial; Inpatient care; MEDLINE; Acute care; Medical emergency; Intensive care medicine; Health care; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002857936,0.001057704,0.001224163,0.0009567573,0.002785506,0.001317919,0.002323801,0.0009234639,0.001728284],"category_scores_gemma":[0.009619378,0.0006498497,0.001195826,0.003755216,0.001106381,0.0006468367,0.00101717,0.00119414,0.0001576306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02485373,"about_ca_system_score_gemma":0.02839046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9508193,"about_ca_topic_score_gemma":0.9550784,"domain_scores_codex":[0.994646,0.000777659,0.0003508021,0.0009135573,0.001930899,0.001381106],"domain_scores_gemma":[0.9910434,0.0009814932,0.003241696,0.000479584,0.002344064,0.001909739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001211053,0.0003937624,0.9917085,0.000113734,0.00035866,0.00005809267,0.0005906664,0.0001189712,0.0003236879,0.0001036343,0.0009275365,0.004091766],"study_design_scores_gemma":[0.0001084155,0.0002727897,0.9983768,0.00003427197,0.0001281618,0.00003309084,0.0003737957,0.0002334382,0.00007643636,0.00001660983,0.0003243798,0.00002161559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966553,0.0005615817,0.0001218203,0.0001375703,0.00001386487,0.0001317416,0.001682201,0.000006566874,0.0006892317],"genre_scores_gemma":[0.9974886,0.0004155068,0.000369735,0.0001608547,0.00002121793,0.00008735908,0.001278397,0.000004074139,0.0001743185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04918069,"threshold_uncertainty_score":0.1803273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1446724625216205,"score_gpt":0.3693423637291214,"score_spread":0.2246699012075009,"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."}}