{"id":"W4408697930","doi":"10.1289/ehp15788","title":"Blood Lead Levels in Children 5 to 7 Years of Age from the Republic of Georgia: A Feasibility Study on Lead Surveillance Using Volumetric Absorptive Microsampling","year":2025,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"","keywords":"Lead (geology); Environmental health; Lead exposure; Medicine; Environmental science; Biology; Internal medicine","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":[0.001314442,0.0006022602,0.0002804651,0.0009377211,0.0009131308,0.0004565713,0.0007236297,0.0005525824,0.0006146734],"category_scores_gemma":[0.002246564,0.0004116232,0.0005918434,0.0007938981,0.000476186,0.0003679096,0.000951484,0.0005173213,0.0003596312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002124781,"about_ca_system_score_gemma":0.004251738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1338063,"about_ca_topic_score_gemma":0.2530381,"domain_scores_codex":[0.9986771,0.0004401896,0.00008423315,0.0002209551,0.0002650839,0.0003123847],"domain_scores_gemma":[0.998971,0.0001302467,0.0002965402,0.00008481892,0.0003054321,0.0002119768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002008788,0.0004313189,0.9916118,0.0000294367,0.000015789,0.0004065443,0.001038036,0.0001117165,0.001910556,0.00004646385,0.0003371376,0.003860322],"study_design_scores_gemma":[0.00004288568,0.001835106,0.9938666,0.00002261096,0.00002618608,0.000369671,0.002361479,0.0003076021,0.0004740382,0.00002608794,0.0006560532,0.00001170422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985088,0.00002490937,0.0002607731,0.00008173189,0.000004181722,0.0002172179,0.0003750511,0.000008765704,0.0005185819],"genre_scores_gemma":[0.9969926,0.00008774445,0.001674733,0.0001701172,0.000004713932,0.0003310904,0.0004474438,0.000003052816,0.0002884563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1338063,"threshold_uncertainty_score":0.2660549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373026630938145,"score_gpt":0.3208162697237709,"score_spread":0.2835136066299564,"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."}}