{"id":"W4385555256","doi":"10.1016/j.hjc.2023.07.010","title":"Association between ultra-processed foods consumption and the risk of hypertension: An umbrella review of systematic reviews","year":2023,"lang":"en","type":"review","venue":"Hellenic Journal of Cardiology","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"Medicine; Systematic review; Observational study; Confidence interval; Cochrane Library; Meta-analysis; Odds ratio; MEDLINE; Publication bias; Relative risk; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.01233648,0.0003043141,0.009999876,0.0001979502,0.00004838471,0.000007270739,0.0002309604,0.0003608349,0.000007976109],"category_scores_gemma":[0.006471543,0.0001557943,0.001636563,0.0002798118,0.0001399515,0.00004588069,0.00004047148,0.000768253,0.000009835353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008172064,"about_ca_system_score_gemma":0.000287954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005037185,"about_ca_topic_score_gemma":0.000001217704,"domain_scores_codex":[0.9920256,0.003593591,0.003554852,0.0002109215,0.0004215296,0.0001935265],"domain_scores_gemma":[0.9877566,0.004036672,0.006882152,0.0004683865,0.0007526486,0.0001035636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003227301,0.000009587004,0.0003776847,0.949524,0.007873236,0.00001148116,0.00003655768,2.879877e-7,0.000002191068,0.00001010363,0.0002358481,0.04188679],"study_design_scores_gemma":[0.001320717,0.0003780597,0.0001151513,0.8132721,0.1157227,0.001788564,0.00002647235,0.000002165722,9.446083e-7,0.00002954604,0.06719798,0.0001456207],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001102771,0.9973322,0.0000704756,0.0001111119,0.0002592303,0.002034727,0.00002445544,0.000006851161,0.00005063635],"genre_scores_gemma":[0.0007068992,0.9987069,0.00007118191,0.00004491381,0.0003531145,0.00003033994,0.00001893583,0.00003332977,0.0000343284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1362519,"threshold_uncertainty_score":0.7747509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2241109036511773,"score_gpt":0.3923090530902388,"score_spread":0.1681981494390615,"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."}}