{"id":"W2049734590","doi":"10.1002/chp.77","title":"Improving adherence to hand hygiene among health care workers","year":2006,"lang":"en","type":"review","venue":"Journal of Continuing Education in the Health Professions","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hygiene; Psychological intervention; Medicine; Intervention (counseling); Health care; Nursing; Family medicine","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004176853,0.0004093148,0.002356414,0.001201636,0.0005533725,0.00008656463,0.0004300904,0.0003455287,0.00002570049],"category_scores_gemma":[0.00143778,0.0002654623,0.0004600842,0.001163945,0.00007383829,0.0001588056,0.00005616229,0.002793979,0.00001740182],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002462581,"about_ca_system_score_gemma":0.02686807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002295001,"about_ca_topic_score_gemma":0.001027602,"domain_scores_codex":[0.9926789,0.002326024,0.003262449,0.0003532344,0.0006548979,0.0007245426],"domain_scores_gemma":[0.9918085,0.0008475638,0.004820662,0.0006266437,0.001345219,0.0005513789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002921547,0.0001577395,0.001433264,0.02162106,0.00001815545,0.000004306538,0.01228577,0.000001942446,1.022692e-7,0.00001455323,0.02835512,0.9360788],"study_design_scores_gemma":[0.0006054012,0.00110537,0.003676865,0.1932367,0.0001703845,0.0002709505,0.02561891,0.00000197944,1.53093e-7,0.00001047684,0.775093,0.0002097953],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001127191,0.9755498,0.0002928296,0.01140468,0.006482962,0.004895883,0.00001320494,0.00002418967,0.0002092511],"genre_scores_gemma":[0.006409294,0.9775083,0.00286783,0.005412867,0.004440826,0.0005298473,0.00008550999,0.0001290786,0.002616457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.935869,"threshold_uncertainty_score":0.9999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06494390350627915,"score_gpt":0.4717281443646695,"score_spread":0.4067842408583904,"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."}}