{"id":"W2754639954","doi":"10.1055/s-0037-1606607","title":"Association between Umbilical Catheters and Neonatal Outcomes in Extremely Preterm Infants","year":2017,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Gestational age; Odds ratio; Umbilical artery; Catheter; Neonatology; Confounding; Univariate analysis; Gestation; Intensive care; Pediatrics; Obstetrics; Pregnancy; Multivariate analysis; Surgery; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006799955,0.0002007322,0.0002234594,0.0005914225,0.0002293199,0.0005181634,0.000467049,0.0002863786,0.0009236513],"category_scores_gemma":[0.008055466,0.000110562,0.0002321207,0.0009059669,0.0002241388,0.0002445772,0.0004318427,0.0005989079,0.00006468873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006280937,"about_ca_system_score_gemma":0.0008904197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02060254,"about_ca_topic_score_gemma":0.02005526,"domain_scores_codex":[0.9991764,0.000194689,0.00008764621,0.00009613549,0.0003178817,0.0001271447],"domain_scores_gemma":[0.9944851,0.001037053,0.003304478,0.0001051387,0.0006757519,0.00039249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004579944,0.000006772085,0.9982933,0.0000156752,0.00002299148,0.00007528889,0.00001188112,0.00002870542,0.00004461097,0.00001290206,0.00004330253,0.00139874],"study_design_scores_gemma":[0.00000207526,0.00003046511,0.9991977,0.00002938562,0.00001937339,0.0003735174,0.0000563127,0.0001351308,0.00004996709,0.00001689602,0.00008727548,0.000001802953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973215,0.001750904,0.0001262819,0.0001027675,0.000008802199,0.000005208331,0.0002567688,0.000003013853,0.0004246617],"genre_scores_gemma":[0.9989312,0.0006264292,0.0001165152,0.00001868009,0.00001165379,0.000004159447,0.000225859,0.00000104624,0.00006446546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02060254,"threshold_uncertainty_score":0.0409652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794029548143444,"score_gpt":0.3927665735756743,"score_spread":0.3548262780942398,"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."}}