{"id":"W3162685992","doi":"10.1080/09553002.2021.1917787","title":"Descriptive characteristics of occupational exposures and medical follow-up in the cohort of workers of the Siberian Group of Chemical Enterprises in Seversk, Russia","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Biology","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","keywords":"Cohort; Uranium; Environmental health; Cohort study; Plutonium; Cancer incidence; Occupational exposure; Medicine; Nuclear medicine; Radiochemistry; Pathology; Population; Chemistry; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003891345,0.0001690856,0.0002257316,0.001098522,0.0004699028,0.0003485461,0.0003203514,0.0002700545,0.001540002],"category_scores_gemma":[0.001042833,0.0001882501,0.0003379525,0.001034042,0.0002059137,0.0002589572,0.000382321,0.0002822791,0.0002913062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003306826,"about_ca_system_score_gemma":0.0004769435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01654324,"about_ca_topic_score_gemma":0.01248486,"domain_scores_codex":[0.9997682,0.00002857829,0.00003337399,0.00005931694,0.00006095353,0.00004959766],"domain_scores_gemma":[0.9993386,0.00006951766,0.0003015022,0.00007218724,0.00007271554,0.0001455674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002414707,0.00001506767,0.9993663,0.00000308939,0.00001578458,0.00003532465,0.00005329683,0.0000193289,0.0001215065,0.000004605144,0.00004240252,0.0002991694],"study_design_scores_gemma":[6.295429e-7,0.00001650496,0.9997386,0.000001466728,0.000004233172,0.00004743106,0.00008533733,0.00002390928,0.00001734338,0.000003796923,0.0000599087,8.415856e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986832,0.0001118806,0.00003629838,0.00001406044,0.000002884319,0.000004760847,0.000910966,0.000002180417,0.0002337835],"genre_scores_gemma":[0.9983058,0.00008344863,0.00002936477,0.00001152495,0.000003611266,0.00001217853,0.00129478,0.000001622004,0.0002576276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01654324,"threshold_uncertainty_score":0.0328939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208914530181625,"score_gpt":0.3700800166803629,"score_spread":0.3279908713785467,"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."}}