{"id":"W2070120351","doi":"10.12927/hcq.2010.21968","title":"Challenges of Hand Hygiene in Healthcare: The Development of a Tool Kit to Create Supportive Processes and Environments","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Canadian Patient Safety Institute","keywords":"Hygiene; Health care; Task (project management); Work (physics); Compliance (psychology); Process management; Best practice; Order (exchange); Nursing; Knowledge management; Psychology; Business; Medicine; Computer science; Engineering; Management; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004444367,0.000737856,0.0003774083,0.0004759453,0.0007583957,0.003261787,0.001794299,0.002225027,0.003277371],"category_scores_gemma":[0.009277484,0.0004843617,0.0004184627,0.0002521209,0.001054607,0.002654137,0.002329174,0.001380016,0.001577835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004707256,"about_ca_system_score_gemma":0.003363749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000876094,"about_ca_topic_score_gemma":0.001126505,"domain_scores_codex":[0.9972458,0.001157833,0.0002413759,0.0002067731,0.0009568606,0.0001914199],"domain_scores_gemma":[0.9959092,0.001817215,0.0002721222,0.000421269,0.001025301,0.0005549212],"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":[0.0001666263,0.0007967352,0.004931838,0.002560359,0.00005002728,0.00105104,0.007738885,0.008808692,0.0834339,0.0127062,0.01172298,0.8660328],"study_design_scores_gemma":[0.0002749407,0.00564222,0.01774765,0.006290136,0.000282237,0.01052485,0.01281224,0.09819908,0.1555527,0.03126009,0.6607865,0.0006274182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1879815,0.003618186,0.7708226,0.00783276,0.0009469896,0.002122103,0.0001827538,0.004463311,0.02202973],"genre_scores_gemma":[0.138799,0.001569279,0.848455,0.0006674991,0.000054368,0.00056656,0.0001780403,0.0002819755,0.009428332],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004444367,"threshold_uncertainty_score":0.02350432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928573675300179,"score_gpt":0.3177829136619271,"score_spread":0.2884971769089253,"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."}}