{"id":"W2178266086","doi":"10.1053/j.ajkd.2015.09.003","title":"Optimizing Central Venous Catheter Primary Prevention Trials in Hemodialysis Patients","year":2015,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hemodialysis; Catheter; Intensive care medicine; Central venous catheter; Infection control; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02678087,0.0004463273,0.001408276,0.0007876715,0.002351069,0.00398735,0.001448036,0.01835762,0.005792654],"category_scores_gemma":[0.1410441,0.0007159478,0.001063804,0.0009319506,0.001000002,0.002978693,0.001480705,0.01145442,0.001534377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004686357,"about_ca_system_score_gemma":0.01021677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003325668,"about_ca_topic_score_gemma":0.009050084,"domain_scores_codex":[0.969163,0.02226075,0.00431222,0.0008842722,0.001960669,0.001418905],"domain_scores_gemma":[0.8629451,0.1003818,0.01127193,0.00220113,0.008260706,0.01493939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004069932,0.001150444,0.06999047,0.0007587104,0.0004339615,0.002254694,0.000747035,0.0009932157,0.000825421,0.004220488,0.744039,0.1705167],"study_design_scores_gemma":[0.01309916,0.005554591,0.1133602,0.007275699,0.0022836,0.005380602,0.002766549,0.01125541,0.002942575,0.05742618,0.7783376,0.0003177293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005779258,0.002658455,0.0003131037,0.9834054,0.002933759,0.0001120305,0.0001149122,0.00003579753,0.004647356],"genre_scores_gemma":[0.08551203,0.002856871,0.003550762,0.8702735,0.03523456,0.000418908,0.0001315065,0.00003966147,0.001982303],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02678087,"threshold_uncertainty_score":0.1416325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04476966369220592,"score_gpt":0.3502189357557934,"score_spread":0.3054492720635875,"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."}}