{"id":"W4399740286","doi":"10.1111/aor.14810","title":"Nutritional status and cannula infections in pediatric patients on ventricular assist device support","year":2024,"lang":"en","type":"article","venue":"Artificial Organs","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Hospital for Sick Children; University of Toronto; University of Alberta","funders":"","keywords":"Medicine; Cannula; Ventricular assist device; Parenteral nutrition; Malnutrition; Retrospective cohort study; Heart disease; Cohort; Enteral administration; Odds ratio; Heart transplantation; Intensive care medicine; Surgery; Internal medicine; Transplantation; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100764,0.0001305654,0.0001279865,0.0002456915,0.00005364261,0.000072448,0.00004826806,0.00008215585,0.000323175],"category_scores_gemma":[0.00004764023,0.000137407,0.00003834798,0.0005960948,0.00001312725,0.0001427415,0.00001660125,0.0002018522,0.0003066171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001262706,"about_ca_system_score_gemma":0.00005181737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002565936,"about_ca_topic_score_gemma":0.0003195974,"domain_scores_codex":[0.9990079,0.00002429413,0.0002662285,0.0002247754,0.0002042292,0.0002725594],"domain_scores_gemma":[0.9996361,0.0000851166,0.00001324931,0.0001052972,0.00002882115,0.0001314174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004426488,0.0002249673,0.9912236,0.0002309471,0.00002835505,0.0001447206,0.0001668973,0.0008051135,0.0001242106,0.004445971,0.000953929,0.001646832],"study_design_scores_gemma":[0.0003161732,0.0001426803,0.9715807,0.00005102862,0.00008836594,0.00001023854,0.00004615462,0.003425214,0.001286993,0.001884828,0.0207354,0.0004322618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978485,0.0002199985,0.0001305808,0.00006952193,0.0006451615,0.0001645767,0.0000698959,0.0002233161,0.000628461],"genre_scores_gemma":[0.999576,0.00001360972,0.00001858019,0.00006061995,0.0001837569,0.00002203713,0.00008249452,0.00003195054,0.00001092859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01978147,"threshold_uncertainty_score":0.5603295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070363490973212,"score_gpt":0.225112011013264,"score_spread":0.2144083761035319,"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."}}