{"id":"W4220934615","doi":"10.1016/j.jcmg.2022.01.015","title":"Diabetes and Myocardial Fibrosis","year":2022,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; St. Michael's Hospital","funders":"","keywords":"Myocardial fibrosis; Diabetes mellitus; Medicine; Cardiology; Fibrosis; Internal medicine; Endocrinology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001074289,0.0007956789,0.002255576,0.0006403442,0.0004318659,0.00020955,0.0002224701,0.0005034833,0.0007548622],"category_scores_gemma":[0.0001668141,0.0007584279,0.007095224,0.0004722706,0.0002157741,0.0001757251,0.0004693982,0.003255312,0.00007690791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003617529,"about_ca_system_score_gemma":0.0001854098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001356335,"about_ca_topic_score_gemma":3.951514e-7,"domain_scores_codex":[0.99454,0.0005099894,0.0005224429,0.001401754,0.002098221,0.0009275947],"domain_scores_gemma":[0.9972684,0.0001373632,0.0001323482,0.002056409,0.0001644386,0.0002410062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002853663,0.00001738706,0.02149936,0.0005629794,0.01339919,0.002094863,0.0001098952,0.00004252225,0.00005018592,0.000001496089,0.9284727,0.03372086],"study_design_scores_gemma":[0.001740626,0.00005742833,0.01184535,0.0001227882,0.007527336,0.001171721,0.0001213318,0.00008327657,0.00007832627,0.00001163955,0.976441,0.0007992223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02352692,0.3019315,0.001389631,0.6184851,0.01804672,0.005937712,0.0007036374,0.002705679,0.02727314],"genre_scores_gemma":[0.02628948,0.008879686,0.001173816,0.9152055,0.03591094,0.0008266082,0.004755212,0.001255989,0.005702765],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2967204,"threshold_uncertainty_score":0.9994867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008976160056874157,"score_gpt":0.2096378068709843,"score_spread":0.2006616468141101,"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."}}