{"id":"W1489758891","doi":"10.1111/trf.13199","title":"A population‐based study on blood lead levels in blood donors","year":2015,"lang":"en","type":"article","venue":"Transfusion","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de Santé Publique du Québec; Héma-Québec","funders":"","keywords":"Medicine; Confidence interval; Population; Blood lead level; Multivariate analysis; Blood transfusion; Blood donor; Environmental health; Demography; Lead exposure; Internal medicine; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007742377,0.0003326633,0.0002980883,0.0005755989,0.0008379747,0.0005326193,0.0003712679,0.0003824308,0.001937294],"category_scores_gemma":[0.001268988,0.0002560904,0.0002367054,0.001474271,0.0003482444,0.0002926836,0.0002892557,0.0004240357,0.0003872025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133832,"about_ca_system_score_gemma":0.001019526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1758547,"about_ca_topic_score_gemma":0.1694249,"domain_scores_codex":[0.9993578,0.0001583334,0.00003934178,0.0001637027,0.000175581,0.0001053255],"domain_scores_gemma":[0.9993404,0.00008998647,0.0001553914,0.00005797499,0.0002361067,0.0001202364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007639243,0.00005885213,0.9972275,0.00002018761,0.00005070067,0.00006500094,0.0002403527,0.00001397661,0.0003486035,0.00001508278,0.0002307375,0.001652524],"study_design_scores_gemma":[0.00001106553,0.00009144705,0.9990096,0.000008177813,0.0000249968,0.0001646794,0.0002121108,0.00004881927,0.00003335688,0.00001055239,0.000381995,0.000003145068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977852,0.0002629571,0.0002789288,0.00005647586,0.000007675952,0.00005016747,0.0008058239,0.000005348891,0.0007473165],"genre_scores_gemma":[0.9987938,0.0001355732,0.0001680425,0.00009626947,0.000006648715,0.00003412845,0.0003912043,0.000001464309,0.0003727481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1758547,"threshold_uncertainty_score":0.3496622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05138963346761667,"score_gpt":0.278392597282368,"score_spread":0.2270029638147513,"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."}}