{"id":"W4387115180","doi":"10.1161/circgen.123.004062","title":"Genetic Contribution to End-Stage Cardiomyopathy Requiring Heart Transplantation","year":2023,"lang":"en","type":"article","venue":"Circulation Genomic and Precision Medicine","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Heritage Medical Research Clinic; University of Alberta; Capital District Health Authority","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; National Center for Advancing Translational Sciences; Howard Hughes Medical Institute","keywords":"Cardiomyopathy; Medicine; Transplantation; Restrictive cardiomyopathy; Heart transplantation; Myocarditis; Dilated cardiomyopathy; Heart failure; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007888446,0.0001675111,0.0004553135,0.0003587109,0.0002058759,0.00001408375,0.0000393427,0.00008736271,0.00008295721],"category_scores_gemma":[0.0002134664,0.0001452047,0.00008398906,0.0004800002,0.00008058298,0.00006017479,0.00003622859,0.0001071857,0.0001130021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008576072,"about_ca_system_score_gemma":0.00003568823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003007562,"about_ca_topic_score_gemma":0.000002755955,"domain_scores_codex":[0.9985227,0.00007485351,0.0004081684,0.0003864814,0.0003545159,0.0002532774],"domain_scores_gemma":[0.9991489,0.0001842446,0.00006163401,0.0002407792,0.0001492861,0.0002151254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001301197,0.00004403395,0.2573548,0.0004656368,0.0002274053,0.0002917488,0.008421533,0.003783978,0.5986713,0.0009312608,0.005897695,0.1226095],"study_design_scores_gemma":[0.002400403,0.0001930277,0.966044,0.0002198261,0.0002004251,0.0002340374,0.0003328302,0.0008949701,0.0003364484,0.0001923152,0.02880689,0.0001448272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973538,0.001671605,0.02082196,0.001828436,0.0005310628,0.0007689325,0.00002695581,0.0001551448,0.0006578876],"genre_scores_gemma":[0.9966775,0.001250273,0.0003285205,0.0006129526,0.000593461,0.0000439679,0.000154956,0.00002143784,0.0003169363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7086892,"threshold_uncertainty_score":0.5921277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923870158739092,"score_gpt":0.299978730946683,"score_spread":0.2707400293592921,"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."}}