{"id":"W2999987085","doi":"10.36584/cjic.2019.007","title":"Effective prevention bundle to eliminate catheter-related bloodstream infections in ambulatory hemodialysis patients","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Catheter; Bloodstream infection; Dialysis; Infection control; Intensive care medicine; Central venous catheter; Ambulatory; Emergency medicine; Internal medicine; Surgery","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":[0.002888738,0.0005027676,0.0006505858,0.0009583644,0.0009412694,0.0009186709,0.001026619,0.0005612067,0.002867652],"category_scores_gemma":[0.009304952,0.0002482403,0.0008975579,0.0006689461,0.0002841038,0.0008735857,0.001607738,0.001120606,0.0002543071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003357209,"about_ca_system_score_gemma":0.00954949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009981285,"about_ca_topic_score_gemma":0.0127548,"domain_scores_codex":[0.9971681,0.00109234,0.000285565,0.000180728,0.0008115036,0.0004616956],"domain_scores_gemma":[0.9950308,0.0004003149,0.00164107,0.0001589296,0.0006913497,0.002077594],"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":[0.001786912,0.019313,0.3258034,0.0013732,0.0007904423,0.0003691038,0.001245797,0.002809317,0.00209049,0.000998761,0.02692689,0.6164928],"study_design_scores_gemma":[0.00202884,0.01271674,0.96188,0.0010979,0.0005604648,0.0004840361,0.0006527808,0.004699609,0.001706235,0.0007558861,0.01336999,0.00004752758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617508,0.008042125,0.005229062,0.01422082,0.0006671287,0.001925605,0.0004419659,0.0004986498,0.007223811],"genre_scores_gemma":[0.9828154,0.002356652,0.009654968,0.002918977,0.000471241,0.0006018383,0.0004628179,0.00001611603,0.0007020442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009981285,"threshold_uncertainty_score":0.02435833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007958925277989144,"score_gpt":0.2820524651187925,"score_spread":0.2740935398408034,"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."}}