{"id":"W3120896118","doi":"10.1007/s10552-020-01382-1","title":"The current burden of non-melanoma skin cancer attributable to ultraviolet radiation and related risk behaviours in Canada","year":2021,"lang":"en","type":"review","venue":"Cancer Causes & Control","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Occupational Cancer Research Centre; Carleton University; University of Calgary; Impact; McMaster University; Alberta Health Services; Queen's University","funders":"Canadian Cancer Society","keywords":"Sunbathing; Sunburn; Skin cancer; Medicine; Basal cell carcinoma; Attributable risk; Dermatology; Relative risk; Ultraviolet radiation; Incidence (geometry); Environmental health; Basal cell; Sunlight; Cancer; Internal medicine; Population; Confidence interval","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003234615,0.0005764256,0.002960804,0.0001688029,0.0001529387,0.00003262164,0.0002471254,0.0001744826,0.00007023307],"category_scores_gemma":[0.0002134302,0.0004243054,0.0002669419,0.0006846769,0.000106072,0.00004795714,0.00008889956,0.0008847102,0.000002360222],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004048673,"about_ca_system_score_gemma":0.009339845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8223709,"about_ca_topic_score_gemma":0.8071747,"domain_scores_codex":[0.9967673,0.000247601,0.001149281,0.0006961643,0.0004913404,0.0006483029],"domain_scores_gemma":[0.9974262,0.0006445055,0.0008083833,0.0006014415,0.0002698059,0.0002496777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005220665,0.00002002822,0.03454727,0.001693105,0.0008566849,0.00006040572,0.0001909077,0.00008391639,0.00000103952,0.000003632613,0.003432185,0.9590586],"study_design_scores_gemma":[0.002460635,0.00009325176,0.04516211,0.02044013,0.004614279,0.00002755691,0.0001185901,0.00002937486,0.00001219991,0.000002376671,0.9265543,0.0004851628],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004696203,0.9877754,0.000007255856,0.0004476557,0.001748365,0.002553216,0.00270645,0.00001040331,0.00005503531],"genre_scores_gemma":[0.0212018,0.9759076,0.000005175861,0.00006244489,0.0004390917,0.002035627,0.0001021759,0.00008088192,0.0001652281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9585735,"threshold_uncertainty_score":0.9998209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806002104467196,"score_gpt":0.3302790746565346,"score_spread":0.3122190536118626,"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."}}