{"id":"W4302014298","doi":"10.1111/echo.15460","title":"Trajectory of left ventricular ejection fraction in response to therapies in patients with muscular dystrophy","year":2022,"lang":"en","type":"article","venue":"Echocardiography","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Ejection fraction; Medicine; Mace; Cardiology; Interquartile range; Internal medicine; Hazard ratio; Cardiomyopathy; Cohort; Prospective cohort study; Muscular dystrophy; Confidence interval; Heart failure; Percutaneous coronary intervention; Myocardial infarction","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":[0.0002542795,0.00009894395,0.0001480624,0.0004332004,0.00005344835,0.000002787623,0.00009107695,0.00005626341,0.00001358523],"category_scores_gemma":[0.00001588661,0.00009835242,0.0001301424,0.000518685,0.00003401186,0.000004833986,0.00003940465,0.0001181714,5.381912e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002103727,"about_ca_system_score_gemma":0.00002218957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004315436,"about_ca_topic_score_gemma":0.00001080177,"domain_scores_codex":[0.9989749,0.0003380474,0.0001416302,0.0002530992,0.0001471812,0.0001451084],"domain_scores_gemma":[0.9996637,0.00001075578,0.00005164057,0.0002194513,0.00002863886,0.00002581698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006161445,0.0002653314,0.939661,0.000007474503,0.0000913264,0.000004138837,0.0001027247,0.01079808,0.04245798,0.000002123839,0.00008428306,0.0003640562],"study_design_scores_gemma":[0.001331695,0.001298958,0.9924483,0.000005457478,0.000008564233,4.827706e-7,0.0003135244,0.000003849357,0.002239669,0.0000309299,0.002200048,0.0001185122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989509,0.0002871976,0.000296677,0.0000205675,0.00007863546,0.0002847218,0.00001431277,0.00000620336,0.00006080778],"genre_scores_gemma":[0.9996592,0.00001701388,0.00009169354,0.00008024619,0.00001450842,0.00006338739,0.00005894114,0.00001190392,0.000003087339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05278728,"threshold_uncertainty_score":0.4010695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002499415934356498,"score_gpt":0.1916060833050464,"score_spread":0.1891066673706899,"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."}}