{"id":"W4210749142","doi":"10.3389/fpubh.2022.751126","title":"Health Effects of Metabolic Risks in the United States From 1990 to 2019","year":2022,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Science Foundation of Hunan Province; Institute for Health Metrics and Evaluation; Bill and Melinda Gates Foundation","keywords":"Medicine; Environmental health; Burden of disease; Body mass index; Disease burden; Metabolic syndrome; Disease; Public health; Blood pressure; Obesity; Demography; Population; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056512,0.0003074832,0.0002034774,0.000977804,0.0002754012,0.0007500413,0.000266546,0.0004043803,0.00202145],"category_scores_gemma":[0.002026379,0.0001264155,0.0008999565,0.001487124,0.0001969843,0.0005191697,0.0009556518,0.0007957963,0.0002843978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661701,"about_ca_system_score_gemma":0.001523688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08675978,"about_ca_topic_score_gemma":0.1131985,"domain_scores_codex":[0.9996712,0.00007374332,0.0000404181,0.0000511686,0.00007883771,0.00008458899],"domain_scores_gemma":[0.9993111,0.00005238679,0.0003592786,0.00002367318,0.0001465099,0.0001070474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003733046,0.00008437903,0.9387847,0.0004334016,0.0007345229,0.0001979698,0.0002142976,0.001609482,0.000282143,0.001062487,0.02024499,0.03597838],"study_design_scores_gemma":[0.00001920034,0.0000739302,0.9878842,0.0002496844,0.0002465149,0.0001896082,0.0001825542,0.0004367695,0.00008138226,0.0003807882,0.01024395,0.00001153962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935739,0.0466498,0.0009349505,0.02317889,0.00112436,0.00009437096,0.1156443,0.0002267863,0.0185727],"genre_scores_gemma":[0.9680583,0.008793306,0.0004432708,0.001646733,0.0002201231,0.00004505651,0.01962272,0.000009863491,0.001160543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08675978,"threshold_uncertainty_score":0.1725096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259393609292914,"score_gpt":0.2932793602328945,"score_spread":0.2673399993036031,"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."}}