{"id":"W4409782374","doi":"10.1016/j.healun.2025.02.024","title":"SGLT2i in Congenital Heart Disease: An Analysis of the ACTION Heart Failure Registry","year":2025,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Heart failure; Medicine; Cardiology; Heart disease; Internal medicine; Disease; Action (physics)","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":[0.001562093,0.0003801869,0.0009732809,0.001976707,0.0003660676,0.001145553,0.0008317216,0.0005284044,0.001014857],"category_scores_gemma":[0.003469488,0.0003065481,0.0009290251,0.005031063,0.0002845714,0.0009214542,0.001111215,0.000817174,0.0002665035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007240946,"about_ca_system_score_gemma":0.0009778598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274597,"about_ca_topic_score_gemma":0.01657238,"domain_scores_codex":[0.9983439,0.0003450844,0.0002716022,0.0004145165,0.0004154307,0.0002094512],"domain_scores_gemma":[0.9965261,0.000508362,0.001760307,0.0003460387,0.0004508831,0.0004083853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000223188,0.00002344812,0.9974185,0.00003044804,0.000149035,0.00006990621,0.0000279864,0.00005894693,0.00007006346,0.00005548743,0.0007109368,0.001162019],"study_design_scores_gemma":[0.00002836437,0.00004201079,0.998908,0.00001937208,0.0001124034,0.0001371415,0.0001027632,0.00018208,0.00004071763,0.00002863379,0.0003925094,0.000006006991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981265,0.001459731,0.0001489888,0.0002045049,0.00002476107,0.00003238232,0.01563277,0.00001402218,0.001217707],"genre_scores_gemma":[0.9798706,0.0008131398,0.000237991,0.0001210472,0.00004820173,0.00006863914,0.01848435,0.00001391517,0.0003421323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274597,"threshold_uncertainty_score":0.0253436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134407432903659,"score_gpt":0.2972306453766573,"score_spread":0.2858865710476207,"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."}}