{"id":"W7131287839","doi":"10.31579/2692-9759/153","title":"Cardiovascular Risk Factors","year":2025,"lang":"","type":"article","venue":"Cardiology Research and Reports","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Risk factor; Diabetes mellitus; Disease; Type 2 diabetes; Blood pressure; Coronary artery disease; Cardiorespiratory fitness; Economic shortage; Heart disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.01592645,0.0007567456,0.003944832,0.001377956,0.001488142,0.0001868268,0.0003312634,0.001386614,0.00008592632],"category_scores_gemma":[0.00627983,0.0006243489,0.003134278,0.001603727,0.003714632,0.0001644312,0.0009297521,0.003396681,0.00005713424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245993,"about_ca_system_score_gemma":0.001496105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0119544,"about_ca_topic_score_gemma":0.00007251577,"domain_scores_codex":[0.9886757,0.003276426,0.001308492,0.002447011,0.001827177,0.002465212],"domain_scores_gemma":[0.9923365,0.0008677127,0.0002177555,0.003987547,0.001540963,0.001049591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002346801,0.0001949046,0.5798343,0.00115616,0.049704,0.01921756,0.0004043538,0.0002215388,0.0000652071,0.0001611357,0.02059314,0.328213],"study_design_scores_gemma":[0.001622028,0.0008459081,0.5351855,0.0005069837,0.00350321,0.001481628,0.001562213,0.00001887131,0.000989509,0.003067886,0.4506861,0.0005301702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5974011,0.3573989,0.0006191206,0.0002297735,0.003283061,0.0021403,0.00004032306,0.0001029184,0.03878443],"genre_scores_gemma":[0.9313469,0.05788292,0.00005271546,0.00004924049,0.001824044,0.0002056327,0.00008491875,0.00007775788,0.008475848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.430093,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884568375227668,"score_gpt":0.3331486550455794,"score_spread":0.2943029712933027,"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."}}