{"id":"W4382133227","doi":"10.7759/cureus.40954","title":"Clinical Impacts and Risk Factors for Central Line-Associated Bloodstream Infection: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Cureus","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Bloodstream infection; Infection control; Central line; Cohort study; MEDLINE; Emergency medicine; Health care; Intensive care medicine; Pediatrics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007493883,0.001458668,0.00770263,0.01121756,0.0006171042,0.002715632,0.001774478,0.001673525,0.003438019],"category_scores_gemma":[0.04084706,0.001037509,0.008581245,0.01308524,0.0009479378,0.002231719,0.001320354,0.001076204,0.0002291662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003764509,"about_ca_system_score_gemma":0.01141746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043657,"about_ca_topic_score_gemma":0.02303681,"domain_scores_codex":[0.9924408,0.002067758,0.003151607,0.0006322892,0.001478126,0.0002293286],"domain_scores_gemma":[0.9658205,0.02392666,0.006747903,0.0003830199,0.002833115,0.0002887873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001378171,0.00001355603,0.002674853,0.9684989,0.0110483,0.00009907495,0.0001615288,0.000096515,0.00006806446,0.0001425963,0.0007504526,0.01630826],"study_design_scores_gemma":[0.0002360036,0.0001570524,0.0110879,0.8623803,0.1154242,0.0005205825,0.000377462,0.0001423701,0.0001470868,0.000294669,0.009184008,0.00004833668],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002136368,0.9963908,0.0001358677,0.0002271397,0.00007125373,0.0003281562,0.0004808219,0.000007981564,0.0002217007],"genre_scores_gemma":[0.03491112,0.9626614,0.0006976362,0.0004500624,0.00007971751,0.0007262305,0.0003655044,0.000005640365,0.0001026444],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01121756,"threshold_uncertainty_score":0.0396319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2083163119831546,"score_gpt":0.5009904455189714,"score_spread":0.2926741335358168,"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."}}