{"id":"W2099924727","doi":"10.1007/s00420-003-0495-9","title":"Creatinine normalization in biological monitoring revisited: the case of 1-hydroxypyrene","year":2004,"lang":"en","type":"article","venue":"International Archives of Occupational and Environmental Health","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Normalization (sociology); Creatinine; Medicine; Occupational exposure; Environmental chemistry; Chemistry; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008159262,0.00005710011,0.00007520017,0.00003905723,0.00003800861,0.000002683309,0.00006149448,0.00001968518,0.00000921642],"category_scores_gemma":[0.000009173323,0.00004338955,0.00003184887,0.00002252826,0.0001026662,0.000003701252,0.00007354838,0.00003412111,1.941567e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001673258,"about_ca_system_score_gemma":0.00002345821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003285588,"about_ca_topic_score_gemma":0.00007144239,"domain_scores_codex":[0.9994959,0.00002752974,0.0002169124,0.0001184341,0.00007520225,0.00006597886],"domain_scores_gemma":[0.9997842,0.00002127979,0.00009985406,0.00006336162,0.000004304861,0.00002700188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003805522,0.0003795452,0.7558165,0.00003608502,0.0000493022,0.00001364748,0.000577563,0.006584654,0.2135542,0.001700475,0.000005126462,0.02090229],"study_design_scores_gemma":[0.0006909354,0.0003457446,0.9646404,0.00004754426,0.000002524425,0.0001634964,0.0003620108,0.0005065107,0.03238473,0.0006045325,0.000182728,0.00006879743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972336,0.0003850029,0.001806799,0.0001870644,0.0000277384,0.00009453882,0.0001516199,9.008114e-7,0.0001127927],"genre_scores_gemma":[0.997573,0.001001177,0.0009947837,0.00005910084,0.00005615436,0.000006824974,0.0002938617,0.000002933968,0.00001216553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2088239,"threshold_uncertainty_score":0.1769375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928979847329234,"score_gpt":0.3091489694747681,"score_spread":0.2898591710014758,"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."}}