{"id":"W4324137930","doi":"10.1136/oem-2023-epicoh.48","title":"O-209 A quantitative solar ultraviolet radiation job-exposure matrix for the general working population of Europe (UVR EuroJEM)","year":2023,"lang":"en","type":"article","venue":"Abstracts","topic":"Human Health and Disease","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control","funders":"Gentofte Hospital; Universiteit van Amsterdam; Universität Osnabrück; Amsterdam University Medical Centers","keywords":"Job-exposure matrix; Dosimeter; sed; Skin type; Ultraviolet radiation; Sunlight; Medicine; Environmental science; Population; Environmental health; Atmospheric sciences; Animal science; Geography; Physics; Chemistry; Biology; Internal medicine; Nuclear medicine; Optics; Dosimetry; Dermatology","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":[0.0004443179,0.00009960854,0.0001680335,0.000105792,0.0001371934,0.00001715372,0.00006350226,0.0000561732,0.00002003407],"category_scores_gemma":[0.0005974767,0.00007520666,0.00007912228,0.0002829685,0.00002365686,0.00006745266,0.000009471733,0.0001284162,0.00006916605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002190274,"about_ca_system_score_gemma":0.0001038737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001530516,"about_ca_topic_score_gemma":0.00002302399,"domain_scores_codex":[0.9989705,0.00004714467,0.0003595104,0.0001671033,0.0002145657,0.0002411964],"domain_scores_gemma":[0.9990356,0.0003409991,0.0001846863,0.0001888985,0.0001178462,0.0001319478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003772545,0.0006789039,0.7027106,0.00226822,0.0004045692,0.000226829,0.007509381,0.01110884,0.02012657,0.01466931,0.04095219,0.195572],"study_design_scores_gemma":[0.0009964426,0.000229572,0.9909064,0.00007412912,0.00009489117,0.000003423638,0.0001144141,0.002302967,0.0002611437,0.000173337,0.004769742,0.00007356616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966735,0.0005909624,0.0001287368,0.001071704,0.0002778216,0.0007191531,0.00003496448,0.00007356415,0.000429578],"genre_scores_gemma":[0.9976332,0.0001549079,0.000538575,0.0004663377,0.0003920189,0.00002772507,0.0002882662,0.00002603055,0.0004729637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2881957,"threshold_uncertainty_score":0.3066839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06248268886726184,"score_gpt":0.3746001670575847,"score_spread":0.3121174781903229,"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."}}