{"id":"W3208681816","doi":"10.1093/pch/pxab061.109","title":"138 Fluid overload in newborns undergoing abdominal surgery","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Necrotizing enterocolitis; Oliguria; Acute kidney injury; Laparotomy; Gestational age; Creatinine; Hyponatremia; Birth weight; Hypoalbuminemia; Retrospective cohort study; Surgery; Internal medicine; Renal function; Pregnancy","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":[0.0004059004,0.0001944661,0.000410635,0.0009158755,0.000446101,0.0005054753,0.0002207141,0.0002956557,0.00237442],"category_scores_gemma":[0.001682098,0.0001703207,0.0003357255,0.0009227493,0.0002811792,0.0003978515,0.0005758837,0.0003760583,0.0002032544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004506617,"about_ca_system_score_gemma":0.0006873299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002258285,"about_ca_topic_score_gemma":0.002072307,"domain_scores_codex":[0.9995389,0.00007842612,0.0001023878,0.00009296001,0.00008771606,0.00009971375],"domain_scores_gemma":[0.9989927,0.0001294646,0.0005878661,0.00002563199,0.00006084025,0.000203423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002949309,0.0000164933,0.9979888,0.00003139855,0.000009410758,0.0004482956,0.00006031245,0.000008302374,0.00009654267,0.00001822259,0.00007039575,0.001222375],"study_design_scores_gemma":[0.000002820689,0.0001449989,0.9960729,0.00005844925,0.00001017931,0.002958349,0.0003659149,0.00005857893,0.00006518987,0.0000266001,0.0002325069,0.000003599647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975103,0.001335765,0.00005878988,0.00006967569,0.00002026451,0.00002398986,0.0003862291,0.000003633902,0.0005914635],"genre_scores_gemma":[0.9987046,0.0008370766,0.00007316718,0.00004413646,0.00002834973,0.00002206906,0.0002044995,0.00000100849,0.00008516131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00237442,"threshold_uncertainty_score":0.007943213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683252943551657,"score_gpt":0.2762159323551637,"score_spread":0.2593834029196472,"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."}}