{"id":"W6920635755","doi":"10.60692/mtkxy-mzp98","title":"Global, regional and national burdens of non-melanoma skin cancer attributable to occupational exposure to solar ultraviolet radiation for 183 countries, 2000–2019: A systematic analysis from the WHO/ILO Joint Estimates of the Work-related Burden of Disease and Injury","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Skin cancer; Attributable risk; Ultraviolet radiation; Population; Epidemiology; Lifetime risk; Occupational exposure","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":[0.0005882812,0.0001389379,0.0004562651,0.0002762673,0.0001269624,0.00004486481,0.0000905647,0.00007191307,0.00001304927],"category_scores_gemma":[0.0002313717,0.00008798974,0.0001112247,0.001117768,0.00004762176,0.0001455923,0.00004559454,0.00004671794,0.000006513978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001530926,"about_ca_system_score_gemma":0.000209719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002852807,"about_ca_topic_score_gemma":0.000002653686,"domain_scores_codex":[0.998276,0.00005928118,0.0008406814,0.0001431635,0.0005483211,0.0001325348],"domain_scores_gemma":[0.9983811,0.00009435448,0.0005661073,0.0002199508,0.0006398544,0.0000985861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008239137,0.000006971822,0.9400747,0.004806585,0.001189795,3.486224e-7,0.03200433,0.01864351,0.00004679167,0.0001132549,0.002086502,0.0002033088],"study_design_scores_gemma":[0.001107837,0.00007105622,0.9658173,0.004627668,0.0008082406,0.000004006314,0.003122632,0.02393597,0.0003512565,0.000007880065,0.00003381097,0.0001123418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840313,0.00007342034,0.009806864,0.0007021186,0.0001138708,0.00191143,0.003323467,0.00002814273,0.000009444717],"genre_scores_gemma":[0.9991485,0.00000216922,0.0001593087,0.0001467981,0.00004816654,0.0002503153,0.0001889212,0.00000636202,0.00004940623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02888169,"threshold_uncertainty_score":0.3588117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052685533352255,"score_gpt":0.2545794835554784,"score_spread":0.2340526282219558,"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."}}