{"id":"W2568978396","doi":"10.1093/ofid/ofw172.1080","title":"A Cluster Randomized Trial of Immediate Hand Hygiene Compliance Feedback","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Hygiene; Compliance (psychology); Cluster (spacecraft); Randomized controlled trial; Cluster randomised controlled trial; Physical therapy; Surgery; Pathology; Social psychology","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":[0.007940889,0.002074888,0.005688452,0.001324215,0.001285837,0.001542203,0.001898143,0.00323504,0.01044671],"category_scores_gemma":[0.01416396,0.001411684,0.002320206,0.001082813,0.002532534,0.001563663,0.001489168,0.002871978,0.0009986926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003197981,"about_ca_system_score_gemma":0.006399396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006209073,"about_ca_topic_score_gemma":0.007085685,"domain_scores_codex":[0.9887757,0.006900794,0.0007709259,0.001826678,0.0008456538,0.0008803578],"domain_scores_gemma":[0.9928294,0.002680208,0.001593564,0.0007122695,0.0007150919,0.001469495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9747776,0.01037333,0.0002965707,0.001065401,0.0005842922,0.00001996994,0.00008690081,0.0004105426,0.0003231443,0.0001515408,0.0005428624,0.01136779],"study_design_scores_gemma":[0.9614854,0.03693838,0.000499451,0.00006794623,0.000210973,0.000008047577,0.00002027241,0.0003351311,0.00008856646,0.0001317956,0.000203053,0.00001091103],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247695,0.004368653,0.002839866,0.001137943,0.002407029,0.05961493,0.0009323215,0.0005504299,0.003379324],"genre_scores_gemma":[0.9155042,0.001335361,0.00932915,0.001081835,0.0005314274,0.06884113,0.0004111488,0.00003744154,0.002928392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044671,"threshold_uncertainty_score":0.04199594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06405513439283979,"score_gpt":0.4438364650506924,"score_spread":0.3797813306578526,"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."}}