{"id":"W2792874077","doi":"10.1016/s2468-2667(18)30025-2","title":"Low-level lead exposure and mortality in US adults: a population-based cohort study","year":2018,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":604,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Medicine; National Health and Nutrition Examination Survey; Hazard ratio; Population; Cohort study; Cause of death; Cohort; Mortality rate; Disease; Demography; Internal medicine; Confidence interval; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004002163,0.0001395331,0.0003526773,0.00003500657,0.0002349087,0.0000512462,0.0002737983,0.00005272459,0.0002616716],"category_scores_gemma":[0.0001838643,0.00009595728,0.00002453897,0.0004003771,0.0001675157,0.0001991344,0.0001023977,0.0002111873,0.00008362718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200024,"about_ca_system_score_gemma":0.00008691932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02810431,"about_ca_topic_score_gemma":0.05505875,"domain_scores_codex":[0.9977037,0.0005901379,0.0003768246,0.0003756301,0.0004187117,0.0005350291],"domain_scores_gemma":[0.9990467,0.00007790164,0.0001173882,0.0005582512,0.00001327746,0.0001864396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001820475,0.0002535956,0.989624,0.00001459121,0.000007383469,0.000001640809,0.0008241085,0.000009865497,0.000008054927,0.00003129392,0.0002585066,0.00894877],"study_design_scores_gemma":[0.0007545164,0.0003011665,0.997068,0.00001217219,0.00000281715,0.00000123039,0.0001192039,0.0007081177,0.00001162784,0.0001148687,0.0008004738,0.000105729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933173,0.00002040142,0.0001344624,0.004379185,0.0001015016,0.0008577249,0.00002370945,0.00004878263,0.001116909],"genre_scores_gemma":[0.9948038,0.000009198869,0.0001670836,0.004696373,0.0001971847,0.00005350033,0.00001420054,0.00001065294,0.00004797138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02695444,"threshold_uncertainty_score":0.9783676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06600852648052401,"score_gpt":0.32292471436152,"score_spread":0.256916187880996,"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."}}