{"id":"W2137596846","doi":"10.1159/000444826","title":"UK Renal Registry 18th Annual Report: Chapter 12 Epidemiology of Reported Infections amongst Patients Receiving Dialysis for Established Renal Failure in England 2013 to 2014: a Joint Report from Public Health England and the UK Renal Registry","year":2016,"lang":"en","type":"article","venue":"˜The œNephron journals/Nephron journals","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Dialysis; Epidemiology; Internal medicine; Nephrology; Hemodialysis; Pediatrics; Intensive care medicine; Emergency medicine; Surgery","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":[0.003189972,0.0004112496,0.001011272,0.007872668,0.0005182635,0.002112237,0.001059494,0.0006037526,0.0125711],"category_scores_gemma":[0.01214026,0.0007487458,0.001040831,0.01152096,0.0003852649,0.001659882,0.002608561,0.0006888749,0.004938969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224357,"about_ca_system_score_gemma":0.003618051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08735824,"about_ca_topic_score_gemma":0.08380315,"domain_scores_codex":[0.9937562,0.0006960415,0.002213133,0.000523557,0.00226884,0.0005421542],"domain_scores_gemma":[0.9776912,0.001712799,0.01003096,0.0006022262,0.00826834,0.001694444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001289058,0.00007372747,0.6669839,0.004008131,0.0002252987,0.0004121702,0.002203135,0.000243251,0.0004006821,0.0003646403,0.2831703,0.04178582],"study_design_scores_gemma":[0.00001726122,0.00004320787,0.9429543,0.001256907,0.00003908822,0.0005471637,0.0008595862,0.00007333691,0.0001046656,0.00003242116,0.05403727,0.00003489769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1713441,0.02375814,0.001805454,0.005611007,0.001122074,0.001615986,0.7613049,0.001041063,0.03239733],"genre_scores_gemma":[0.366189,0.06089144,0.006746026,0.003660781,0.001668498,0.005124178,0.5193613,0.0004834273,0.0358754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08735824,"threshold_uncertainty_score":0.1736995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03990398880096109,"score_gpt":0.3013435091288151,"score_spread":0.261439520327854,"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."}}