{"id":"W4415793640","doi":"10.1161/circ.152.suppl_3.4362448","title":"Abstract 4362448: Environmental Exposure to Toxic Metals and Cardiovascular Diseases Outcomes from 2015-2023: A Mixture Analysis","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Logistic regression; Angina; Coronary heart disease; Odds ratio; Heart failure; National Health and Nutrition Examination Survey; Cadmium; Stroke (engine)","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":[0.008572779,0.001142214,0.001469251,0.003194751,0.0006456754,0.00173583,0.001984217,0.000900466,0.008552802],"category_scores_gemma":[0.01113727,0.0005921496,0.00678709,0.00367935,0.0004177912,0.001180179,0.002817067,0.001764758,0.001348904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008407616,"about_ca_system_score_gemma":0.001268049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0246052,"about_ca_topic_score_gemma":0.01074033,"domain_scores_codex":[0.9956716,0.002137057,0.0003097435,0.0009402393,0.0005550222,0.0003863278],"domain_scores_gemma":[0.9951638,0.00180371,0.001135759,0.0009035913,0.000654555,0.0003385691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00267965,0.0001970379,0.954128,0.0002139536,0.01185114,0.0002012453,0.000122227,0.008506441,0.0003858572,0.001192945,0.007559017,0.01296242],"study_design_scores_gemma":[0.0002707161,0.0007482707,0.9050827,0.0001833218,0.008610646,0.0004913451,0.0003473207,0.07137943,0.0004601761,0.002954754,0.0093854,0.00008598783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153605,0.002983425,0.02427557,0.001339761,0.0003158484,0.0003021365,0.05261712,0.000701699,0.002103967],"genre_scores_gemma":[0.9676434,0.0003969471,0.004137841,0.0001198089,0.0001294443,0.0003048219,0.0248313,0.0001098554,0.002326593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0246052,"threshold_uncertainty_score":0.04892391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009025022671443096,"score_gpt":0.2319401492455052,"score_spread":0.2229151265740621,"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."}}