{"id":"W2523908778","doi":"10.1111/hdi.12463","title":"Reducing blood stream infection in patients on hemodialysis: Incorporating patient engagement into a quality improvement activity","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Audit; Quality management; Infection control; Hygiene; Hemodialysis; Dialysis; Emergency medicine; Intensive care medicine; Population; Bloodstream infection; Health care; Internal medicine; Environmental health; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007705471,0.0002630075,0.0003065784,0.0006119034,0.0007905675,0.001885181,0.000636452,0.0004647231,0.002194698],"category_scores_gemma":[0.01490185,0.00011396,0.0004493934,0.0006047768,0.0004816385,0.0007775738,0.002397068,0.0009023671,0.0001544918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443405,"about_ca_system_score_gemma":0.009067059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868738,"about_ca_topic_score_gemma":0.005188263,"domain_scores_codex":[0.993259,0.004435943,0.0003827364,0.0002041267,0.001008347,0.000710019],"domain_scores_gemma":[0.9916714,0.001896829,0.001856199,0.0002812017,0.0008575576,0.003436737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003993756,0.008449204,0.3755774,0.0009931518,0.0002322873,0.00007909851,0.002444292,0.001181595,0.001167457,0.000875719,0.006336677,0.6022637],"study_design_scores_gemma":[0.0008588199,0.01327545,0.9457644,0.001765127,0.0003367765,0.0002964384,0.006548466,0.005574175,0.002668251,0.002995533,0.01984693,0.00006956717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540788,0.001937951,0.007746739,0.01960136,0.0001994529,0.001500063,0.0002055996,0.000257924,0.01447206],"genre_scores_gemma":[0.9844147,0.0008928912,0.01237762,0.001335058,0.00008466411,0.0003320714,0.0001069116,0.000007526502,0.0004486007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007705471,"threshold_uncertainty_score":0.04075086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497150910291656,"score_gpt":0.3461039653068779,"score_spread":0.3111324562039613,"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."}}