{"id":"W2113699947","doi":"10.1086/501999","title":"Prospective Surveillance for Primary Bloodstream Infections Occurring in Canadian Hemodialysis Units","year":2002,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Dalhousie University; Health Canada; University of Alberta","funders":"","keywords":"Hemodialysis; Medicine; Dialysis; Bloodstream infection; Prospective cohort study; Incidence (geometry); Vascular access; Central venous catheter; Bacteremia; Home hemodialysis; Intensive care medicine; Emergency medicine; Catheter; Internal medicine; Surgery; Antibiotics","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":[0.001006004,0.0003682167,0.0003039287,0.002162806,0.001551694,0.0005669762,0.001002391,0.0002898194,0.001644959],"category_scores_gemma":[0.003353546,0.0002492572,0.0004241517,0.003055538,0.0003148915,0.0002066393,0.0005815324,0.000420868,0.0001441573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007722519,"about_ca_system_score_gemma":0.01604742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.94301,"about_ca_topic_score_gemma":0.9389536,"domain_scores_codex":[0.9981785,0.0001173663,0.00009425243,0.0001900454,0.001105181,0.000314713],"domain_scores_gemma":[0.9964474,0.000187787,0.0009310502,0.00008000961,0.001790608,0.0005631771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004733379,0.00002096572,0.9923583,0.00007268248,0.0000392023,0.00005280627,0.0001115259,0.00009471387,0.0002112293,0.00003541518,0.001730276,0.005225571],"study_design_scores_gemma":[0.000005600667,0.00003242996,0.9989915,0.00002138198,0.00001209369,0.0001018735,0.00006723196,0.0001543024,0.00007697156,0.000005909355,0.0005253206,0.000005267043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738699,0.002181544,0.0005579212,0.0003978747,0.00002889949,0.0002054432,0.01814662,0.000086929,0.004524925],"genre_scores_gemma":[0.9914021,0.0009677146,0.0008725531,0.0001223121,0.00001609658,0.00005235588,0.006137313,0.000004681182,0.0004248309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05698997,"threshold_uncertainty_score":0.1146511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349609272527199,"score_gpt":0.3261709784544755,"score_spread":0.2912100512017556,"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."}}