{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006761534,0.0002573225,0.0002791998,0.0006720892,0.0004478193,0.0006256307,0.0003109924,0.0002908114,0.001004243],"category_scores_gemma":[0.002669233,0.000153553,0.0002860078,0.0006947487,0.0004589659,0.0006866084,0.0005617983,0.0009802347,0.0001029146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004307451,"about_ca_system_score_gemma":0.0007997448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002749865,"about_ca_topic_score_gemma":0.002471373,"domain_scores_codex":[0.9996585,0.00006914235,0.00003667947,0.00005225449,0.00008265524,0.0001007705],"domain_scores_gemma":[0.9972791,0.0004273921,0.001425439,0.00006190132,0.0001795172,0.0006266352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002230129,0.00001804261,0.9993279,0.000003031918,0.000007396612,0.0001038402,0.00002578832,0.00002207959,0.00003339797,0.000004842977,0.00003509258,0.000396295],"study_design_scores_gemma":[0.000003319943,0.0001444572,0.9984138,0.000006912581,0.00001276722,0.0008707687,0.0002777185,0.0001469007,0.00005121221,0.00001321411,0.00005623607,0.000002791191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996601,0.0001294761,0.0000314497,0.00003683767,0.000003392553,0.000002769626,0.00004694503,0.000001504664,0.00008758192],"genre_scores_gemma":[0.9996941,0.0001226048,0.00004590107,0.00001070177,0.000009689582,0.000003906464,0.00009543113,9.441697e-7,0.00001679644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002749865,"threshold_uncertainty_score":0.005467713,"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."}}