{"id":"W3096066348","doi":"10.1111/petr.13897","title":"Post‐operative fluid overload as a predictor of hospital and long‐term outcomes in a pediatric heart transplant population","year":2020,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"Women and Children's Health Research Institute","keywords":"Medicine; Prospective cohort study; Population; Cohort; Heart transplantation; Pediatrics; Intensive care medicine; Transplantation; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000158089,0.0002912542,0.0005311194,0.0003884616,0.00005600454,0.00002481446,0.00007626527,0.0001742846,0.00002909763],"category_scores_gemma":[0.000114476,0.0002765616,0.0001213594,0.0005952954,0.00003338181,0.0004148415,0.000007862273,0.0002417801,0.00001530142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006003018,"about_ca_system_score_gemma":0.0001418459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001916634,"about_ca_topic_score_gemma":0.0001190011,"domain_scores_codex":[0.9978268,0.0001029788,0.0007369975,0.0004867514,0.0005559824,0.0002904676],"domain_scores_gemma":[0.9991178,0.0001895893,0.0001753385,0.0001384775,0.0001439063,0.0002348688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001154122,0.0002571821,0.9846965,0.001537454,0.00002442877,0.00008936031,0.01066868,0.00003393258,0.001087704,0.00003501728,0.00000923778,0.0004063898],"study_design_scores_gemma":[0.004852048,0.00147835,0.9917486,0.00005100162,0.0007639775,0.00003075918,0.00009446174,0.0001779067,0.0005329099,0.00001981847,8.917758e-7,0.0002492508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953095,0.000694823,0.0004734015,0.001535306,0.0002075919,0.001224161,0.0004098662,0.0001006605,0.00004471088],"genre_scores_gemma":[0.9931792,0.004936269,0.0004847408,0.0002562303,0.0003038195,0.00004878292,0.000745685,0.00003721644,0.000008073757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01057422,"threshold_uncertainty_score":0.9999686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352332710193659,"score_gpt":0.2731207926260169,"score_spread":0.2595974655240803,"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."}}