{"id":"W2908801942","doi":"10.1016/j.ppedcard.2019.01.001","title":"Use of advanced heart failure therapies in Duchenne muscular dystrophy","year":2019,"lang":"en","type":"article","venue":"Progress in Pediatric Cardiology","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Stollery Children's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Medical Center, University of Rochester; National Institutes of Health","keywords":"Medicine; Duchenne muscular dystrophy; Ventricular assist device; Heart failure; Internal medicine; Cardiology; Heart transplantation; Population; Muscular dystrophy; Cohort; Transplantation; Implant; Surgery","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":[0.0001627335,0.0001584412,0.0003941064,0.000140275,0.00001341519,0.000004199465,0.0001563762,0.000276697,0.00001219188],"category_scores_gemma":[0.00005902724,0.0001503248,0.0001392308,0.0002065882,0.0001341697,0.000008924297,0.0001087532,0.000158131,0.00000711315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009143795,"about_ca_system_score_gemma":0.00005111072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001452934,"about_ca_topic_score_gemma":0.00002600565,"domain_scores_codex":[0.9987413,0.0001968497,0.0002726662,0.0004064815,0.00006867223,0.0003140715],"domain_scores_gemma":[0.9994099,0.00004094282,0.00008445885,0.0003805876,0.00005173795,0.00003233541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003170434,0.00005675084,0.9799482,0.00005850825,0.00003483066,0.000004897679,0.00004030456,0.001587614,0.0164544,0.00007554145,0.0002219675,0.001199964],"study_design_scores_gemma":[0.001856665,0.0006245209,0.9831416,0.000008592495,0.0000222592,0.00001234324,0.0001366436,0.00002233785,0.001797482,0.0002288003,0.01184403,0.0003047091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918039,0.007447334,0.00001515349,0.0001310842,0.0002061054,0.0003272831,0.000009937933,0.000008049107,0.00005113772],"genre_scores_gemma":[0.9978476,0.0009316852,0.0008410504,0.00006126666,0.0001524036,0.00007805893,0.00005801393,0.00001633223,0.00001365088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01465692,"threshold_uncertainty_score":0.6130068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006217917721409874,"score_gpt":0.2342594886620098,"score_spread":0.2280415709405999,"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."}}