{"id":"W2993589433","doi":"","title":"Engaging patients and family members in better hand hygiene practices: a teaching hospital's challenge.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Hygiene; Infection control; Nursing; Health care; Best practice; Medicine; Family medicine; Management; Intensive care medicine; Political science; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006214567,0.0001391185,0.0002385776,0.000185602,0.0001349503,0.00007291736,0.00004673119,0.00009902043,0.00002186764],"category_scores_gemma":[0.001963336,0.0001239191,0.00003208475,0.00008470468,0.00004660886,0.0004581331,0.00004494345,0.000584055,0.00001370035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253147,"about_ca_system_score_gemma":0.00002304583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778375,"about_ca_topic_score_gemma":0.00007903285,"domain_scores_codex":[0.9985869,0.0001650295,0.0002809769,0.0003040873,0.0002207785,0.0004422295],"domain_scores_gemma":[0.9990075,0.0002405374,0.0002088545,0.0001895992,0.0001561722,0.0001972991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002620278,0.0001782345,0.513091,0.0001247683,0.00003181223,0.000009971687,0.001910966,0.000001024952,0.00002183929,0.00002232884,0.0005497088,0.4840321],"study_design_scores_gemma":[0.002429693,0.0001044194,0.988612,0.00005137677,0.00002669013,0.000004462753,0.0007604248,0.0002742133,0.000019357,0.00006036487,0.00752537,0.0001316197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972267,0.0004992732,0.00001050387,0.01624309,0.0004079451,0.002074452,0.000001351861,0.00005307866,0.008443344],"genre_scores_gemma":[0.9952058,0.00005855983,0.0002096029,0.002105076,0.0001979468,0.00207226,0.000005657971,0.00002542612,0.0001197247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4839005,"threshold_uncertainty_score":0.5053273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754974685086031,"score_gpt":0.2706128346166968,"score_spread":0.2430630877658365,"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."}}