{"id":"W2153128653","doi":"10.1111/hdi.12349","title":"Surgical site infection rates in dialysis patients undergoing endovascular procedures","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Surgery; Population; Hemodialysis; Ambulatory; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005006,0.0001158698,0.0003570159,0.001146478,0.0002941102,0.0006778564,0.0002178369,0.0003777342,0.001591804],"category_scores_gemma":[0.006424647,0.0001861876,0.0004653796,0.0009986949,0.0001877274,0.0004655666,0.0005226033,0.0005529965,0.0002432537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591751,"about_ca_system_score_gemma":0.0002503719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001642534,"about_ca_topic_score_gemma":0.001246009,"domain_scores_codex":[0.9989568,0.0002581041,0.0002756325,0.0001378559,0.0002638308,0.0001077821],"domain_scores_gemma":[0.9949,0.001135645,0.002672233,0.0001947145,0.0005605839,0.000536796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005397675,0.00002529808,0.9981666,0.00001784892,0.00002794789,0.00004686979,0.0001152319,0.00003643744,0.0001218264,0.00001211063,0.00008888804,0.001287033],"study_design_scores_gemma":[0.000004334886,0.0001091757,0.9989543,0.000008127215,0.00001506824,0.0003201662,0.0002282681,0.00009913314,0.00006663511,0.00001252557,0.0001765513,0.000005743208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982003,0.0003851499,0.0001265263,0.00005545445,0.000007812559,0.00001786736,0.0004151636,0.000005002136,0.0007867064],"genre_scores_gemma":[0.9993396,0.0001779386,0.00007843157,0.00004155605,0.00001221197,0.00001739615,0.0002310426,0.000001385627,0.0001003182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001642534,"threshold_uncertainty_score":0.005325079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951630616157941,"score_gpt":0.293299399784456,"score_spread":0.2737830936228766,"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."}}