{"id":"W4413385833","doi":"10.1016/j.jhlto.2025.100379","title":"Improving nutrition in pediatric heart failure","year":2025,"lang":"en","type":"review","venue":"JHLT Open","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Heart failure; Medicine; Intensive care medicine; Cardiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004135581,0.0002776517,0.001582532,0.0004278008,0.00005832023,0.0001581614,0.0006714908,0.00046737,0.00007996018],"category_scores_gemma":[0.0003442754,0.0002640692,0.0003741142,0.0005374911,0.0000253871,0.0001482277,0.0004210175,0.0007685301,0.000104607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516188,"about_ca_system_score_gemma":0.0000450906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065133,"about_ca_topic_score_gemma":0.0003435922,"domain_scores_codex":[0.9976432,0.0004558924,0.0008825424,0.0005580325,0.0001093339,0.000351012],"domain_scores_gemma":[0.9987673,0.0004761561,0.0002516935,0.0003840778,0.0000368746,0.00008396845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007583194,0.0005594306,0.0002626774,0.03208227,0.00001158806,0.00001104113,0.000006247718,6.279623e-8,2.447591e-7,0.000006553499,0.261904,0.70508],"study_design_scores_gemma":[0.00115451,0.0001549557,0.00007160318,0.008851016,0.0002258256,0.00001075592,0.00000596523,0.000002125467,2.003843e-7,0.00008378586,0.9892737,0.0001655822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009544962,0.9845265,0.000009306712,0.01157518,0.001032298,0.002580534,0.00006852685,0.00004437774,0.0001537841],"genre_scores_gemma":[0.000007853074,0.9940168,0.001002329,0.003492441,0.0006186284,0.0004643472,0.0002525371,0.00003180524,0.0001132856],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7273697,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04767930414297908,"score_gpt":0.3971381225230184,"score_spread":0.3494588183800393,"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."}}