{"id":"W2119968356","doi":"10.1086/591059","title":"Strategies to Prevent Central Line–Associated Bloodstream Infections in Acute Care Hospitals","year":2008,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":462,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Chicago","keywords":"Medicine; Intensive care medicine; Acute care; Central line; Intensive care unit; Health care; Population; Infection control; Epidemiology; Bloodstream infection; Emergency medicine; Intensive care; Medical emergency; Internal medicine; Environmental health","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":[0.009544003,0.001600552,0.001352123,0.002802927,0.001053574,0.004914676,0.002860767,0.005864032,0.01125603],"category_scores_gemma":[0.05910733,0.0006304014,0.002361987,0.001406679,0.0007827667,0.004172001,0.002229852,0.008897824,0.006603821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003154622,"about_ca_system_score_gemma":0.01319436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006008919,"about_ca_topic_score_gemma":0.0103881,"domain_scores_codex":[0.992704,0.002683674,0.001620161,0.0003274978,0.002259342,0.0004053247],"domain_scores_gemma":[0.9648792,0.0105036,0.004767823,0.0004809107,0.01655035,0.002818139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002802041,0.00006707312,0.0002816303,0.002598435,0.00005746356,0.00005543508,0.00007138446,0.00009400491,0.00004402842,0.001178094,0.8994117,0.09611261],"study_design_scores_gemma":[0.0002855292,0.0001952666,0.003590295,0.02804907,0.0002859005,0.0001858238,0.0003350543,0.000402691,0.0002151388,0.003824846,0.9625659,0.00006442422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007129789,0.2712966,0.003783174,0.4832102,0.218377,0.0006171766,0.0008465397,0.000672638,0.02048361],"genre_scores_gemma":[0.01049089,0.4858619,0.01753115,0.2774566,0.1885148,0.001547398,0.001974704,0.0002292652,0.01639331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01125603,"threshold_uncertainty_score":0.05047411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504227904791916,"score_gpt":0.3558345314858168,"score_spread":0.3307922524378977,"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."}}