{"id":"W3091340707","doi":"10.1111/hdi.12880","title":"Use of a <scp>gentamicin‐citrate</scp> lock leads to lower <scp>catheter‐related</scp> bloodstream infection rates and reduced cost of care in hemodialysis patients","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Gentamicin; Catheter; Central venous catheter; Confidence interval; Dialysis catheter; Heparin; Dialysis; Internal medicine; Surgery; Antibiotics; Microbiology","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":[0.0007827351,0.0001235211,0.000187592,0.0003518063,0.0001947739,0.0007190795,0.0002179098,0.0002737381,0.002419035],"category_scores_gemma":[0.005561698,0.0001662317,0.0004419208,0.0005569915,0.0001690975,0.0003007181,0.0002503602,0.0004307542,0.0001667593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064242,"about_ca_system_score_gemma":0.0004699906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002662795,"about_ca_topic_score_gemma":0.002413006,"domain_scores_codex":[0.9994167,0.000167782,0.00008424924,0.000112994,0.0001373345,0.00008089833],"domain_scores_gemma":[0.9958475,0.0007384171,0.002651983,0.0001729656,0.0002314311,0.0003577612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002222478,0.00005881285,0.9972903,0.00001161207,0.00005512298,0.00002725511,0.00003088553,0.00004434734,0.0001563482,0.00001489446,0.0001123523,0.001975849],"study_design_scores_gemma":[0.00000959883,0.0001277453,0.9992135,0.000007149549,0.00004155445,0.0001513208,0.00004986596,0.0002102,0.00007717442,0.00001795216,0.00009177204,0.000002198828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999356,0.0001838608,0.00005897099,0.00005399785,0.0000046075,0.000002339108,0.0001115512,0.000003173294,0.0002255064],"genre_scores_gemma":[0.9997403,0.0000677188,0.00003496656,0.00002568637,0.000007272712,0.000001545349,0.00007746441,0.000001058385,0.00004399647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002662795,"threshold_uncertainty_score":0.008092463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064271438163097,"score_gpt":0.3126539333388336,"score_spread":0.2820112189572026,"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."}}