{"id":"W2951180814","doi":"10.1093/pch/pxz080","title":"Lead toxicity with a new focus: Addressing low-level lead exposure in Canadian children","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Environmental health; Lead exposure; Lead poisoning; Medicine; Biomonitoring; Lead (geology); Public health; Early childhood; Pediatrics; Psychiatry; Psychology; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009861091,0.0003456998,0.0005033945,0.0002350118,0.0002900841,0.00006345157,0.0004297668,0.0002076746,0.0005420239],"category_scores_gemma":[0.00008027636,0.0003043941,0.00009139159,0.001103535,0.00007938052,0.0003691325,0.0001195375,0.000748222,0.001083544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123703,"about_ca_system_score_gemma":0.001080127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6123086,"about_ca_topic_score_gemma":0.7938829,"domain_scores_codex":[0.9965066,0.000162875,0.0005419892,0.0007378311,0.0006381319,0.001412521],"domain_scores_gemma":[0.9980302,0.00007031552,0.0002096009,0.0005404868,0.00001143673,0.001137919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002416247,0.0001018685,0.9666912,0.00002816904,0.000008695481,0.000008336416,0.0006605109,0.0003278337,0.00003249407,0.00004684044,0.001675074,0.03039479],"study_design_scores_gemma":[0.001150294,0.0003430782,0.9955847,0.00007671397,0.000009011883,0.00002544328,0.00004308542,0.0001117826,0.0002150921,0.0001388427,0.001890416,0.0004115696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848804,0.001086931,0.0002472178,0.004557338,0.0001873182,0.0009732281,0.0000774431,0.00006006748,0.007929996],"genre_scores_gemma":[0.993418,0.0002081219,0.001446381,0.004163537,0.000316315,0.000008585966,0.00003323884,0.00004706343,0.0003586962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1815744,"threshold_uncertainty_score":0.9999408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934630278051643,"score_gpt":0.246959218173225,"score_spread":0.2276129153927086,"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."}}