{"id":"W2170325035","doi":"10.1086/676862","title":"Survey of Infection Control Practices in Hemodialysis Units: Preventing Vascular Access–Associated Bloodstream Infections","year":2014,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; McGill University Health Centre; Hôtel-Dieu de Québec","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Infection control; Hemodialysis; Poisson regression; Hygiene; Kidney disease; Emergency medicine; Arteriovenous fistula; Forearm; Intensive care medicine; Surgery; Internal medicine; 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":[0.002021525,0.0001760146,0.0001922037,0.0007418985,0.0005494336,0.0004313915,0.0005955353,0.0002800985,0.002330109],"category_scores_gemma":[0.006770466,0.0001800893,0.0002026613,0.001189566,0.0003526803,0.0003812621,0.0004145775,0.0003691402,0.0002550422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003955462,"about_ca_system_score_gemma":0.004155352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4960634,"about_ca_topic_score_gemma":0.4736972,"domain_scores_codex":[0.9986874,0.0004302473,0.0001421854,0.000119673,0.000413543,0.0002068864],"domain_scores_gemma":[0.9908208,0.001600327,0.00319798,0.0001764872,0.002843583,0.00136079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004280515,0.0001306792,0.9873108,0.00009555672,0.00002114043,0.00003465753,0.001074068,0.0001076062,0.0003157803,0.00001559119,0.001281427,0.009569899],"study_design_scores_gemma":[0.000004896209,0.00008481965,0.9986178,0.00003496936,0.000003323307,0.00002349521,0.0004677321,0.000246622,0.00007310461,0.000002912123,0.0004361524,0.000004175073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963152,0.0002000359,0.0002683225,0.0003143722,0.000004703744,0.0001310746,0.001348085,0.0000199676,0.001398131],"genre_scores_gemma":[0.9982781,0.0001628524,0.0004758259,0.0001334837,0.000006143895,0.00007067316,0.00045262,0.000002438878,0.0004177464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4960634,"threshold_uncertainty_score":0.9863519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06687045920932261,"score_gpt":0.390818995788497,"score_spread":0.3239485365791744,"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."}}