{"id":"W2982009770","doi":"10.1093/ofid/ofz360.1050","title":"1187. Estimation of Individual Healthcare Workers’ Relative Hand Hygiene Compliance Using an Anonymous Electronic Monitoring System","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Audit; Hygiene; Observational study; Bonferroni correction; Health care; Demography; Statistics; Internal medicine; Mathematics","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":[0.004002163,0.0003625835,0.000272536,0.001472596,0.0002472987,0.0007365244,0.0004055589,0.000373708,0.003159205],"category_scores_gemma":[0.01014655,0.0001717046,0.0003993808,0.001224436,0.0002562106,0.0004418824,0.0005347583,0.0001553391,0.001226321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003098049,"about_ca_system_score_gemma":0.0002788119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002473763,"about_ca_topic_score_gemma":0.002222017,"domain_scores_codex":[0.9949285,0.002291699,0.0008209803,0.0006532601,0.00113194,0.0001735767],"domain_scores_gemma":[0.987748,0.004247293,0.005157216,0.0009145334,0.001705308,0.0002276017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002369909,0.0001172172,0.9603761,0.00006667383,0.00007757375,0.00002295662,0.0001217754,0.0006847159,0.001190673,0.00004145913,0.0003025953,0.0367612],"study_design_scores_gemma":[0.000009693329,0.000547985,0.9900388,0.0000208845,0.00003128914,0.0001164234,0.0002220225,0.006587611,0.001672525,0.00006274096,0.000675016,0.00001504439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877278,0.00009211271,0.00784462,0.00002624906,0.00001390295,0.0001163516,0.002094797,0.0001059463,0.001978269],"genre_scores_gemma":[0.9896821,0.00004482711,0.007558723,0.00001699144,0.00001743564,0.0001553423,0.001586416,0.000007933476,0.0009301565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004002163,"threshold_uncertainty_score":0.02116573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04802941888875537,"score_gpt":0.3591750642660362,"score_spread":0.3111456453772808,"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."}}