{"id":"W4387270326","doi":"10.1161/atvb.43.suppl_1.441","title":"Abstract 441: Relationship Between Diabetes, Glucose Control, And Vascular Health: Findings From The American Heart Association Cardiometabolic Health Strategically Focused Research Network","year":2023,"lang":"en","type":"article","venue":"Arteriosclerosis Thrombosis and Vascular Biology","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Diabetes mellitus; Medicine; Internal medicine; Disease; Gene; Residual risk; Endocrinology; Biology; Genetics","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","sts"],"consensus_categories":[],"category_scores_codex":[0.009616853,0.0003461826,0.001921043,0.0002485824,0.001515829,0.0001339756,0.0001633256,0.0002903122,0.00001096331],"category_scores_gemma":[0.0005302139,0.0002537269,0.0005896934,0.001359431,0.0004292714,0.0001006982,0.0001338636,0.0008912614,0.00004609524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002582664,"about_ca_system_score_gemma":0.0003288617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00528727,"about_ca_topic_score_gemma":0.0003601313,"domain_scores_codex":[0.9939073,0.002231086,0.0007927088,0.0008421256,0.0006687554,0.001557968],"domain_scores_gemma":[0.9956276,0.002552156,0.0002685472,0.0007270507,0.0001672129,0.0006574392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007348027,0.00003512861,0.9913658,0.00006392404,0.001078297,7.472337e-8,0.0003202497,0.000004064024,0.0008021725,0.00009912876,0.002508082,0.003715752],"study_design_scores_gemma":[0.002076722,0.0005877281,0.9832364,0.00014811,0.0002260378,1.986803e-7,0.0002373785,0.0000413068,0.000002758618,0.0002178663,0.01300577,0.0002197379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770074,0.004523047,0.00007093151,0.01666077,0.0002031393,0.001198031,0.0001881969,0.0001408978,0.000007552495],"genre_scores_gemma":[0.9643574,0.03143148,0.000153085,0.002786362,0.0007125012,0.0001075092,0.0003964551,0.00005339875,0.000001845862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02690843,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091847475050237,"score_gpt":0.3705885189486339,"score_spread":0.2614037714436102,"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."}}