{"id":"W1968967999","doi":"10.1289/ehp.10104","title":"Using Lymphocyte and Plasma Hsp70 as Biomarkers for Assessing Coke Oven Exposure among Steel Workers","year":2007,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Heat shock proteins research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Science Foundation of Shanxi Province; National Natural Science Foundation of China","keywords":"Lymphocyte; Micronucleus test; Lactate dehydrogenase; Hsp70; Coke oven; Comet assay; Chemistry; Malondialdehyde; Genotoxicity; Toxicology; Oxidative stress; Andrology; DNA damage; Internal medicine; Toxicity; Biochemistry; Immunology; Biology; Medicine; Enzyme; Heat shock protein; Coke; DNA","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007829128,0.0002150193,0.0001981225,0.00009430676,0.0004476082,0.00004854367,0.0001202011,0.000180829,0.00002623416],"category_scores_gemma":[0.00005937528,0.0002281235,0.00007749328,0.00007109111,0.0004021524,0.00002165608,0.0001476392,0.0001227433,0.000003588708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006327209,"about_ca_system_score_gemma":0.0002004288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002656873,"about_ca_topic_score_gemma":0.00006801169,"domain_scores_codex":[0.9980979,0.0001177281,0.0002680013,0.0006003774,0.0002427161,0.0006732856],"domain_scores_gemma":[0.9992666,0.0000515344,0.0001009113,0.0002494243,0.00001176976,0.0003197791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001075826,0.0003899886,0.1487833,0.0001655373,0.0002393706,0.00001909918,0.00263347,0.00007023363,0.8096123,0.00004392029,0.0001703859,0.03679661],"study_design_scores_gemma":[0.006931218,0.003162519,0.5567294,0.0002464164,0.00003836159,0.0001685678,0.1158501,0.001401727,0.3025084,0.00007578001,0.01168061,0.00120688],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99115,0.004658169,0.002552511,0.0001435942,0.00006412407,0.0009122401,0.00003636572,0.00001389532,0.0004691261],"genre_scores_gemma":[0.9918808,0.0004487196,0.006952336,0.00008931805,0.0001797589,0.00003367493,0.00004253699,0.00005151501,0.0003213746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5071039,"threshold_uncertainty_score":0.9302607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432440588888,"score_gpt":0.3494397298433495,"score_spread":0.3251153239544695,"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."}}