{"id":"W2521589999","doi":"10.1111/hdi.12484","title":"Evaluating safety of tunneled small bore central venous catheters in chronic kidney disease population: A quality improvement initiative","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Kidney Foundation; Mayo Clinic","keywords":"Medicine; Kidney disease; Hemodialysis; Intensive care medicine; Central venous catheter; Population; Quality management; Surgery; Internal medicine; Catheter; Operations management; Environmental health","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":[0.01063349,0.0002978715,0.0004467027,0.001373589,0.0004776594,0.001292095,0.000786213,0.0005276843,0.0008038753],"category_scores_gemma":[0.02244823,0.0001765272,0.0006856445,0.002005725,0.0005150612,0.001240793,0.001385694,0.0007704939,0.0001161191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348066,"about_ca_system_score_gemma":0.002600691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005065443,"about_ca_topic_score_gemma":0.004756448,"domain_scores_codex":[0.9931753,0.002861287,0.001046586,0.0005556703,0.001896702,0.0004644498],"domain_scores_gemma":[0.9681503,0.003913641,0.019204,0.0007017762,0.004924236,0.0031062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001120387,0.0001393,0.9924828,0.00006815387,0.00007323254,0.00001030519,0.0001030983,0.00008664103,0.00006615371,0.00002307753,0.0002511217,0.006583996],"study_design_scores_gemma":[0.0000450446,0.0007225915,0.9979261,0.00007111031,0.00007247317,0.00004880438,0.0002401244,0.000364557,0.0001194827,0.00002685525,0.0003562736,0.000006570463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934232,0.001677366,0.0006581155,0.001166946,0.0000275485,0.0001786126,0.001237305,0.0000280353,0.001602742],"genre_scores_gemma":[0.9974534,0.0005021863,0.0008759451,0.0001843537,0.00005392374,0.00009238123,0.0007523099,0.000003603663,0.00008190332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063349,"threshold_uncertainty_score":0.05623591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0864551179943472,"score_gpt":0.4043716057404727,"score_spread":0.3179164877461255,"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."}}