{"id":"W4225269016","doi":"10.1111/hdi.13021","title":"Reduction in hemodialysis catheter‐related bloodstream infections after implementation of a novel care program","year":2022,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Catheter; Dialysis; Incidence (geometry); Dialysis catheter; Bloodstream infection; Surgery; Hemodialysis Catheter; Emergency medicine; Intensive care 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":[0.0009118411,0.000189441,0.0002429515,0.0002460134,0.0002122141,0.0002892317,0.000376535,0.0003210412,0.001466934],"category_scores_gemma":[0.00375485,0.00008111502,0.0003910457,0.0002285561,0.0001421509,0.0003260591,0.000534568,0.0004287212,0.00005562806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007478434,"about_ca_system_score_gemma":0.001694614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002864616,"about_ca_topic_score_gemma":0.004224114,"domain_scores_codex":[0.9993533,0.0002601935,0.00004474177,0.0000758526,0.0001371872,0.0001285456],"domain_scores_gemma":[0.9983509,0.0003350856,0.000602399,0.00005126068,0.0002212833,0.0004391843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006810979,0.02701534,0.5173778,0.00181356,0.0005936346,0.0003630804,0.001781421,0.001183812,0.006559322,0.0003264649,0.003453111,0.4327216],"study_design_scores_gemma":[0.0007138736,0.01414621,0.9799508,0.0002288008,0.0002032921,0.0001648809,0.0005008971,0.0008270649,0.001026869,0.00007184906,0.002151463,0.00001404973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982553,0.0003933458,0.0002090397,0.0002903059,0.00002834862,0.0001363683,0.00008564381,0.00001476597,0.0005869007],"genre_scores_gemma":[0.9979287,0.0003399427,0.001059376,0.0001614961,0.00005257711,0.0001166294,0.0001063894,0.000002187502,0.0002327447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002864616,"threshold_uncertainty_score":0.005695879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217505412250255,"score_gpt":0.3680080980748571,"score_spread":0.3458330439523545,"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."}}