{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02238138,0.0008132333,0.002389304,0.001424155,0.0009718731,0.0002240757,0.0005434029,0.0004688774,0.001128715],"category_scores_gemma":[0.0110115,0.0004754766,0.0007918724,0.0008413714,0.0007558916,0.0008354631,0.000386949,0.001762281,0.00001187966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008231724,"about_ca_system_score_gemma":0.0007792066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283329,"about_ca_topic_score_gemma":0.0103033,"domain_scores_codex":[0.9878904,0.002035113,0.006049701,0.00130829,0.001242799,0.001473754],"domain_scores_gemma":[0.9834858,0.002690235,0.008591327,0.002451444,0.001609763,0.0011715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002834005,0.001569194,0.8540231,0.0001248882,0.003010526,0.001569776,0.003590793,0.0002936583,0.002060081,0.00005521903,0.1110755,0.01979328],"study_design_scores_gemma":[0.01485975,0.002033484,0.7082239,0.00199111,0.0007788705,0.01638411,0.0004398179,0.00008328591,0.0000783513,0.001513456,0.2529861,0.0006278433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8835576,0.002041647,0.02484531,0.08522095,0.0008409195,0.002772872,0.0002297228,0.00008626621,0.0004047106],"genre_scores_gemma":[0.9878206,0.003619867,0.002456085,0.001504486,0.002014368,0.0003463146,0.0001584833,0.000119928,0.001959834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1457992,"threshold_uncertainty_score":0.9997844,"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."}}