{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004323702,0.0001112002,0.0002537946,0.0001473342,0.0001217484,0.000007276433,0.00005296387,0.0001708397,0.00001637633],"category_scores_gemma":[0.0002912649,0.0001018984,0.0000669749,0.0002979396,0.00004584662,0.0000995788,0.00006213193,0.0003394684,0.000002687439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225148,"about_ca_system_score_gemma":0.0002358474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0055871,"about_ca_topic_score_gemma":0.0009516008,"domain_scores_codex":[0.9985755,0.0002714214,0.0004054562,0.0001911481,0.0001660201,0.0003904258],"domain_scores_gemma":[0.9992029,0.000155073,0.0002140899,0.0001390766,0.0001010021,0.0001878616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009984979,0.0000821641,0.9890561,0.0000851689,0.00000929331,0.0000017352,0.008747072,0.0004386084,0.00006619506,0.0000231099,0.00007172801,0.001319034],"study_design_scores_gemma":[0.001765245,0.0001683386,0.9775023,0.00002742766,0.0001620776,0.000002419315,0.0004879642,0.01874267,0.00001630895,0.000596796,0.000335789,0.0001926236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984685,0.0003097925,0.0002956223,0.00006103712,0.0003205436,0.0003292728,0.00002142246,0.00002728293,0.0001664855],"genre_scores_gemma":[0.9983646,0.0008194555,0.0004921884,0.00007279811,0.0001959921,0.000008976347,0.000009755073,0.00001582458,0.00002038823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01830406,"threshold_uncertainty_score":0.8446061,"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."}}