{"id":"W4416203631","doi":"10.1186/s12937-025-01242-1","title":"Sweetened beverages and cardiovascular outcomes: an umbrella review of mortality and health outcomes","year":2025,"lang":"en","type":"article","venue":"Nutrition Journal","topic":"Biochemical Analysis and Sensing Techniques","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Ste. Anne's Hospital; University of Toronto; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Clinical nutrition; Public health; Cardiovascular health; Consumption (sociology); Public health policy; Health policy; MEDLINE; Population health","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":[],"consensus_categories":[],"category_scores_codex":[0.001143698,0.0001155706,0.0006933917,0.0001050227,0.0001403296,0.00004270128,0.00006710043,0.00006701616,0.000007439558],"category_scores_gemma":[0.00008935719,0.00008888784,0.0002822496,0.0001387391,0.00006819721,0.00008846595,0.00002316491,0.0001922759,1.097166e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003384883,"about_ca_system_score_gemma":0.00001710718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098799,"about_ca_topic_score_gemma":0.000007238396,"domain_scores_codex":[0.9987603,0.0002104894,0.0004837113,0.0001786208,0.0002361606,0.000130679],"domain_scores_gemma":[0.9993272,0.00003588989,0.0001499434,0.0002292239,0.0001494447,0.0001083012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001289885,0.001606584,0.6238496,0.03921901,0.003860354,0.00003703148,0.0003423902,0.000001903736,0.007540152,0.001275808,0.058365,0.2637732],"study_design_scores_gemma":[0.004293014,0.0007153404,0.8789288,0.03830907,0.002268435,0.0003406585,0.0003202324,0.0001834428,0.02143431,0.03576864,0.01669902,0.0007389812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6169332,0.3291028,0.001974412,0.05093921,0.0002613196,0.0004527175,0.00002170838,0.00009075121,0.0002238466],"genre_scores_gemma":[0.8997573,0.08901285,0.005237306,0.005904015,0.00005127378,0.000002891385,0.00001145995,0.000008644884,0.0000142398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2828241,"threshold_uncertainty_score":0.3624741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07171756551253647,"score_gpt":0.3859399677005559,"score_spread":0.3142224021880194,"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."}}