{"id":"W2953894015","doi":"10.1007/s00420-019-01454-z","title":"Burden of non-melanoma skin cancer attributable to occupational sun exposure in Canada","year":2019,"lang":"en","type":"article","venue":"International Archives of Occupational and Environmental Health","topic":"Skin Protection and Aging","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Wildlife Fund Canada; University of British Columbia; Public Health Ontario; University of Toronto; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Occupational Cancer Research Centre; Alberta Health Services; Cancer Care Ontario; Simon Fraser University; McGill University; University of Calgary","funders":"Canadian Cancer Society Research Institute","keywords":"Skin cancer; Medicine; Environmental health; Population; Melanoma; Attributable risk; Sunlight; Ultraviolet radiation; Cancer; Demography; Cancer research; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006696535,0.00008959055,0.0002065831,0.0001517858,0.000023974,0.000002548117,0.00007207577,0.00001666624,0.00055414],"category_scores_gemma":[0.000009331749,0.00008541471,0.00003471538,0.00006011448,0.00003365518,0.0000503343,0.00005752735,0.0000877714,0.000004420348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811584,"about_ca_system_score_gemma":0.0005437676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4384378,"about_ca_topic_score_gemma":0.05890732,"domain_scores_codex":[0.9989426,0.00001869889,0.0003506978,0.0001847315,0.0003722729,0.0001310707],"domain_scores_gemma":[0.9995982,0.00008368811,0.0001290382,0.00007376376,0.00001052928,0.000104802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007441742,0.00008017744,0.9707361,0.00007471389,0.00003271921,0.000001826135,0.0004184101,0.002805638,0.003766205,0.00007000067,0.00007931299,0.02119065],"study_design_scores_gemma":[0.001014581,0.0001534182,0.9899954,0.0002053515,0.000002653978,0.00001355812,0.0003427711,0.005490435,0.001405931,0.00004796247,0.001258888,0.00006903638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968185,0.0001110552,0.0002629575,0.001362866,0.0001524323,0.0003181358,0.0004671378,0.000002304569,0.0005046112],"genre_scores_gemma":[0.9977815,0.00008329885,0.0008964355,0.0004969417,0.00006422435,0.000023721,0.0002433353,0.000006975366,0.000403589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3795305,"threshold_uncertainty_score":0.9582652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296807758317988,"score_gpt":0.2871270031459656,"score_spread":0.2741589255627857,"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."}}