{"id":"W2937044850","doi":"10.1017/ice.2019.65","title":"Changes in vascular accesses and in incidence rates of dialysis-related bloodstream infections in Québec, Canada, 2011–2017","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec; Université Laval; Université de Montréal; McGill University Health Centre; Centre Intégré de Santé et de Services Sociaux du Bas-Saint-Laurent","funders":"","keywords":"Poisson regression; Medicine; Incidence (geometry); Dialysis; Rate ratio; Bloodstream infection; Fistula; Cohort; Epidemiology; Catheter; Emergency medicine; Internal medicine; Pediatrics; Surgery; Confidence interval; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001161128,0.0004052327,0.0003922276,0.001937805,0.001455026,0.001578462,0.001274441,0.0005427512,0.004000065],"category_scores_gemma":[0.004462978,0.0002947508,0.0008881315,0.004418739,0.0007405618,0.0006608067,0.0007932962,0.000870759,0.0003199586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04348361,"about_ca_system_score_gemma":0.03384176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956487,"about_ca_topic_score_gemma":0.9963212,"domain_scores_codex":[0.9986967,0.00009603583,0.0001059524,0.0002557231,0.0004352626,0.0004102737],"domain_scores_gemma":[0.9922462,0.0003340039,0.002181863,0.0001601664,0.003935745,0.001142025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007649899,0.00001827726,0.990526,0.00007548225,0.00009355527,0.00004878318,0.0002300548,0.0003200565,0.0001486462,0.0001135638,0.002868541,0.005480631],"study_design_scores_gemma":[0.000004912095,0.00001137836,0.9981224,0.00004343311,0.00002081096,0.00003639675,0.0002381551,0.0003505064,0.00003739808,0.000008331716,0.001118339,0.000007909493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341321,0.006101265,0.0008638826,0.002639813,0.0000865993,0.0001000355,0.05011943,0.0001509878,0.005805777],"genre_scores_gemma":[0.9904142,0.001123228,0.0004144613,0.0002544046,0.00002383765,0.00003309262,0.006007105,0.00001510641,0.001714557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04348361,"threshold_uncertainty_score":0.3154972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000033946126942,"score_gpt":0.326844192409055,"score_spread":0.3068438529477856,"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."}}