{"id":"W2071294708","doi":"10.1016/j.ajic.2006.05.172","title":"Beyond Bundles: Justification for a Central Venous Catheter (CVC) Care Team Program for the Prevention of Bloodstream Infections","year":2006,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Central line; Asepsis; Infection control; Central venous catheter; Intensive care unit; Emergency medicine; Hygiene; Quarter (Canadian coin); Intensive care medicine; Medical emergency; Catheter; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005731239,0.0001265692,0.0003396742,0.0001717538,0.000597116,0.000003811235,0.00009489111,0.0000827241,0.00001630369],"category_scores_gemma":[0.0004319352,0.00009169115,0.0003462087,0.0002650729,0.0001820441,0.0001430831,0.000006816776,0.0002755149,0.000002342288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045219,"about_ca_system_score_gemma":0.0004653345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004529321,"about_ca_topic_score_gemma":0.0003847536,"domain_scores_codex":[0.9981911,0.0002626396,0.0009093696,0.0001302821,0.0001984649,0.0003081156],"domain_scores_gemma":[0.9954286,0.0009144396,0.002288138,0.0001782226,0.001106184,0.0000844063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002407526,0.01038974,0.3595522,0.001089113,0.0013908,5.068296e-7,0.01509262,0.0229492,0.002756581,0.004247834,0.007852143,0.5722718],"study_design_scores_gemma":[0.0224859,0.03840971,0.5192266,0.0009393601,0.004098994,0.00006217047,0.0218582,0.004991699,0.001054628,0.002330732,0.3838866,0.0006554796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4097152,0.0002613833,0.5809818,0.001773637,0.001972568,0.004694238,0.0001208256,0.00006198796,0.0004183233],"genre_scores_gemma":[0.9966313,0.00005891363,0.001102643,0.0001502942,0.0008327856,0.00104128,0.00005343302,0.00002006387,0.0001092419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5869161,"threshold_uncertainty_score":0.4592594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832695886229025,"score_gpt":0.3678131538106433,"score_spread":0.3494861949483531,"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."}}