{"id":"W4411497640","doi":"10.1007/s00246-025-03917-2","title":"Cardiac Medication Use in ACTION for Duchenne Muscular Dystrophy Cardiomyopathy","year":2025,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Duchenne muscular dystrophy; Internal medicine; Cardiomyopathy; Prospective cohort study; Cardiology; Cohort; Cardiac surgery; ACE inhibitor; Heart failure; Angiotensin-converting enzyme; Blood pressure","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":[],"consensus_categories":[],"category_scores_codex":[0.0003226325,0.0001604945,0.0003405288,0.0001830206,0.00007234317,0.000008620051,0.0001399692,0.0003568131,0.000002361929],"category_scores_gemma":[0.0003943999,0.0001680912,0.0002853964,0.0002117945,0.00007224108,0.000007488105,0.0000759662,0.0001188491,0.000004294659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003117255,"about_ca_system_score_gemma":0.0001323213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000883188,"about_ca_topic_score_gemma":0.00002572614,"domain_scores_codex":[0.9987003,0.0001981615,0.0002457351,0.000490011,0.00005866289,0.000307083],"domain_scores_gemma":[0.9993146,0.0000832206,0.00006716034,0.0003946681,0.00009381296,0.00004651932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00175818,0.0001375536,0.7642193,0.0002831173,0.0008652604,0.00001017692,0.00006050944,0.005034585,0.1712913,0.002381182,0.04420323,0.009755586],"study_design_scores_gemma":[0.003264517,0.0004386606,0.8243323,0.000006514053,0.0005676174,0.000007983423,0.0001595847,0.0001177077,0.002905464,0.001594951,0.1660307,0.0005740528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837817,0.002155827,0.01167081,0.0001524862,0.001293554,0.0004608497,0.00004702654,0.00002041576,0.0004173463],"genre_scores_gemma":[0.9955304,0.002062561,0.0002313749,0.0001693473,0.001032891,0.000335669,0.0004601001,0.00001417906,0.0001634602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1683858,"threshold_uncertainty_score":0.6854559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187120797369852,"score_gpt":0.2672549021918359,"score_spread":0.2553836942181374,"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."}}