{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001850127,0.0003510544,0.0004017662,0.002109533,0.001686004,0.001253085,0.001021189,0.000429151,0.005530444],"category_scores_gemma":[0.0009143288,0.0003591094,0.0009125798,0.004910512,0.0004198178,0.0003074085,0.0008461967,0.0007762515,0.0003605699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02525517,"about_ca_system_score_gemma":0.03843452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969258,"about_ca_topic_score_gemma":0.9979314,"domain_scores_codex":[0.9994467,0.00003084897,0.00003613998,0.00006612184,0.0001837033,0.0002365429],"domain_scores_gemma":[0.9988664,0.0000371084,0.0001704836,0.00002713801,0.0005519637,0.0003468653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000187946,0.00004439255,0.9846817,0.0001054442,0.0001834263,0.0003223176,0.0003880163,0.0003835861,0.0004394201,0.0003427508,0.003825044,0.009095954],"study_design_scores_gemma":[0.00001000047,0.00001862486,0.9969509,0.00004782181,0.00005639985,0.000164271,0.0008450656,0.0003069074,0.0000512672,0.00004985806,0.001488352,0.00001059498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628153,0.004790661,0.0001266798,0.001079413,0.00006371312,0.00005481144,0.0210827,0.0000433052,0.009943416],"genre_scores_gemma":[0.9913618,0.00296578,0.0001016783,0.0001046225,0.00001416884,0.000007707323,0.002912522,0.000008813228,0.002522889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02525517,"threshold_uncertainty_score":0.1832399,"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."}}