{"id":"W2064020903","doi":"10.1038/ki.2010.471","title":"Prevention and management of catheter-related infection in hemodialysis patients","year":2010,"lang":"en","type":"review","venue":"Kidney International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":234,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Hemodialysis; Catheter; Bacteremia; Intensive care medicine; Epidemiology; Psychological intervention; Central venous catheter; Hemodialysis Catheter; Vascular access; Internal medicine; Surgery; Antibiotics; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0003984431,0.0002316222,0.0008012453,0.0005178076,0.00009474177,0.000009499808,0.0001783625,0.0004535399,0.0006646483],"category_scores_gemma":[0.00009102274,0.0002044562,0.0003696425,0.0002510736,0.00003711141,0.00009250697,0.0001672137,0.0006408817,0.00007547945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890992,"about_ca_system_score_gemma":0.0001548314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000229596,"about_ca_topic_score_gemma":0.000125714,"domain_scores_codex":[0.9978235,0.0002361512,0.001082721,0.000341654,0.0002809458,0.0002350284],"domain_scores_gemma":[0.9986743,0.00009376922,0.0007730492,0.0002235949,0.0001155531,0.0001197019],"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":[0.00001200415,0.0006772808,0.01556619,0.00900156,0.0006737586,0.000002536183,0.0005081582,4.656126e-7,3.514893e-7,0.0008576172,0.0009722956,0.9717278],"study_design_scores_gemma":[0.0007738737,0.00004324783,0.004539761,0.01353461,0.0007843114,9.389689e-7,0.00001084064,0.00002738895,2.564765e-7,0.0002815936,0.9798068,0.0001964166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03011608,0.9025714,0.0002447971,0.0005332667,0.01274355,0.009146428,0.001401871,0.0001704715,0.04307208],"genre_scores_gemma":[0.0006307548,0.9955097,0.0002354931,0.00003665034,0.0000922049,0.0002365386,0.001364698,0.00003061098,0.001863387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9788345,"threshold_uncertainty_score":0.8337482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372556916632489,"score_gpt":0.3874617475145761,"score_spread":0.3502060558513272,"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."}}