{"id":"W4407394026","doi":"10.1093/cid/ciaf063","title":"Effectiveness and Safety of Methods to Prevent Bloodstream and Other Infections and Noninfectious Complications Associated With Peripherally Inserted Central Catheters: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"World Health Organization","keywords":"Medicine; Randomized controlled trial; Relative risk; Confidence interval; Meta-analysis; MEDLINE; Psychological intervention; Cochrane Library; Peripherally inserted central catheter; Surgery; Catheter; Internal medicine","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":[0.01613761,0.003245407,0.02284244,0.007306159,0.000766073,0.003865353,0.002326628,0.002833921,0.003125035],"category_scores_gemma":[0.03992258,0.002012586,0.04215967,0.005992332,0.001037199,0.002129152,0.001694168,0.002542171,0.0002695187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004036479,"about_ca_system_score_gemma":0.004539162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006937806,"about_ca_topic_score_gemma":0.01217055,"domain_scores_codex":[0.9867483,0.006332455,0.003810084,0.001005796,0.001792866,0.0003103962],"domain_scores_gemma":[0.9758307,0.01782559,0.003877538,0.0005093274,0.0016515,0.0003052408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003159517,0.00007040454,0.001452458,0.4769462,0.5018144,0.00007745643,0.00009745855,0.0004666835,0.0001547702,0.0001143664,0.0003325881,0.01531367],"study_design_scores_gemma":[0.00153277,0.0005709955,0.001892901,0.04282918,0.9513368,0.00008875901,0.00005939577,0.0002096304,0.0001692493,0.0001516836,0.001131258,0.00002736757],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005199197,0.9932458,0.0003723648,0.000132819,0.0001291706,0.0004703453,0.0002217684,0.00001663985,0.0002120234],"genre_scores_gemma":[0.1161349,0.8784589,0.002418867,0.0005626261,0.0002313596,0.001584268,0.0003543936,0.00002186707,0.0002327794],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02284244,"threshold_uncertainty_score":0.08534491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073143320397036,"score_gpt":0.4937282147949592,"score_spread":0.3864138827552555,"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."}}