{"id":"W2904005451","doi":"10.1161/circimaging.118.007829","title":"Chinese Ethnicity and Cardiac Remodeling in Obesity and Dysglycemia","year":2018,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Imaging","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ethnic group; Obesity; Internal medicine; Ventricular remodeling; Ethnic chinese; Diabetes mellitus; Cardiology; MEDLINE; Heart failure; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001536786,0.000600499,0.001723264,0.0006325921,0.0002029178,0.0001229516,0.0000888823,0.0007104647,0.00002170586],"category_scores_gemma":[0.0002929008,0.0005665799,0.001746302,0.0004829578,0.0002635038,0.000242432,0.0001574784,0.001830584,0.00001843728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199916,"about_ca_system_score_gemma":0.0001271825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005028202,"about_ca_topic_score_gemma":0.000005235009,"domain_scores_codex":[0.9962127,0.0004234104,0.0005726553,0.001237305,0.001025435,0.0005285405],"domain_scores_gemma":[0.9980826,0.00009544298,0.000128756,0.001213299,0.0003010107,0.0001789396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003457021,0.00001696791,0.9577759,0.0007868509,0.002285904,0.0005923369,0.000423874,0.0003640216,0.0001462628,0.000002341166,0.01557743,0.02199355],"study_design_scores_gemma":[0.001829364,0.00001221384,0.7778756,0.0003888202,0.00184956,0.0007850896,0.00006461221,0.006161264,0.00001172723,0.00008205108,0.2102503,0.0006893915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.841926,0.08311406,0.01609054,0.05008032,0.003266885,0.002937256,0.0000615041,0.0005578239,0.001965609],"genre_scores_gemma":[0.9335202,0.004425319,0.0009250686,0.05036173,0.009369727,0.0000596304,0.0008230507,0.0002991489,0.0002161198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1946729,"threshold_uncertainty_score":0.9996786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303830121342988,"score_gpt":0.2517064684286514,"score_spread":0.2386681672152215,"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."}}