{"id":"W4393156747","doi":"10.1503/cmaj.231300","title":"Access site–related infections in patients receiving dialysis","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bacteremia; Peritonitis; Hemodialysis; Peritoneal dialysis; Medicine; Dialysis; Incidence (geometry); Intensive care medicine; Internal medicine; Microbiology; Antibiotics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00023539,0.0001785379,0.0003200199,0.0007348169,0.0007776735,0.0007692937,0.0003797641,0.0006903964,0.004620147],"category_scores_gemma":[0.001683104,0.0001719377,0.0002921626,0.001676094,0.0002920653,0.0006057771,0.0005036583,0.001200981,0.0003163147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764269,"about_ca_system_score_gemma":0.001199294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02161825,"about_ca_topic_score_gemma":0.02670651,"domain_scores_codex":[0.9994799,0.00007235351,0.00006592915,0.00006494801,0.000189616,0.0001273329],"domain_scores_gemma":[0.9992274,0.00008783377,0.00031528,0.00001432472,0.0001070877,0.0002480705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000370769,0.0001013032,0.991139,0.00004864616,0.0000204654,0.0004745399,0.0001120935,0.00003022041,0.000155312,0.0001038069,0.001186911,0.006590449],"study_design_scores_gemma":[0.000004554521,0.00007445312,0.995557,0.00009128236,0.00002481663,0.001817156,0.0006657518,0.0001189873,0.00002698844,0.0001960303,0.001412158,0.00001077361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734312,0.009833987,0.0004150552,0.002862189,0.0002306746,0.00008989793,0.001094802,0.00002222133,0.01201999],"genre_scores_gemma":[0.9927533,0.004256671,0.0002984565,0.00085615,0.0003826687,0.0000264259,0.0005967709,0.000004797352,0.0008247888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02161825,"threshold_uncertainty_score":0.04298484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145006443863118,"score_gpt":0.3263361294612536,"score_spread":0.3118354850749417,"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."}}