{"id":"W2470056181","doi":"10.1542/peds.2015-2710","title":"Risk of Infection Using Peripherally Inserted Central and Umbilical Catheters in Preterm Neonates","year":2015,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Peripherally inserted central catheter; Sepsis; Gestation; Incidence (geometry); Catheter; Gestational age; Pediatrics; Birth weight; Prospective cohort study; Retrospective cohort study; Randomized controlled trial; Neonatal sepsis; Surgery; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002595354,0.0002170873,0.0005898957,0.0002599457,0.0001658934,0.0003993397,0.0004905215,0.0004228792,0.0007460265],"category_scores_gemma":[0.01010256,0.0001429417,0.000451345,0.0003653489,0.0003246425,0.0001861546,0.0002299253,0.0003747742,0.00003592445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005642588,"about_ca_system_score_gemma":0.0009753175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004170783,"about_ca_topic_score_gemma":0.003523059,"domain_scores_codex":[0.9984485,0.0007668986,0.0001313912,0.0002248448,0.0003139033,0.0001144798],"domain_scores_gemma":[0.9961426,0.001543167,0.001492793,0.0001280739,0.0002724015,0.0004209867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05744183,0.001253762,0.8790187,0.001368762,0.001740483,0.0002092901,0.0001224595,0.0003495651,0.001605132,0.0001218236,0.0003330443,0.05643509],"study_design_scores_gemma":[0.00352931,0.02900937,0.9629804,0.0004259633,0.001014775,0.0006628174,0.0001929046,0.0006898734,0.0009335629,0.000098779,0.0004454536,0.00001686048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945483,0.004981054,0.00009173624,0.00005702621,0.00001694818,0.00003822772,0.00007345453,0.000002370576,0.0001909387],"genre_scores_gemma":[0.9986431,0.0009911214,0.0001983264,0.00003186526,0.00001453279,0.00002904427,0.00005112227,5.332087e-7,0.00004029783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004170783,"threshold_uncertainty_score":0.0137257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821505319172591,"score_gpt":0.3427870684000072,"score_spread":0.2945720152082813,"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."}}