{"id":"W2769058481","doi":"10.2188/jea.je20160166","title":"Patterns of Ultraviolet Radiation Exposure and Skin Cancer Risk: the E3N-SunExp Study","year":2017,"lang":"en","type":"article","venue":"Journal of Epidemiology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Medical Research Council; National Health and Medical Research Council; Mutuelle Générale de l'Education Nationale; Institut Gustave-Roussy; National Cancer Institute; Institut National Du Cancer; Fondation de France; Ligue Contre le Cancer; Institut National de la Santé et de la Recherche Médicale","keywords":"Medicine; Skin cancer; Basal cell carcinoma; Dermatology; Ultraviolet radiation; Basal cell; Risk factor; Melanoma; Oncology; Population; Cancer; Cancer research; Internal medicine; Environmental health","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":[0.002963788,0.0001167074,0.0007951375,0.00006259501,0.0001830716,0.000005401329,0.0001989651,0.00007625116,0.00003999823],"category_scores_gemma":[0.00376697,0.00006475813,0.0001147833,0.00002223812,0.0001614257,0.00007171617,0.00006026101,0.0003854144,7.754944e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005209973,"about_ca_system_score_gemma":0.00006517838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126795,"about_ca_topic_score_gemma":0.0003578026,"domain_scores_codex":[0.9982637,0.0005193611,0.0007693784,0.0001370754,0.0001283191,0.0001821908],"domain_scores_gemma":[0.9959763,0.001292455,0.00211211,0.0003859411,0.0001593712,0.00007377836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002131264,0.00008271507,0.9638839,0.00002286506,0.0004049673,0.00002006925,0.001133754,0.00001820542,0.00006244172,0.00002724232,0.001420808,0.03270985],"study_design_scores_gemma":[0.001931811,0.001219003,0.9933103,0.0001013896,0.0003232098,0.0001224263,0.000860701,0.00001162613,0.0001385427,0.0002701202,0.001657909,0.00005294458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850289,0.007933369,0.0001882847,0.005958093,0.0005540726,0.0002236569,0.00001704073,0.000001818408,0.0000947216],"genre_scores_gemma":[0.9897377,0.008889885,0.0001815618,0.0003301067,0.0007836731,0.00001012955,5.332616e-7,0.000009641733,0.00005677763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0326569,"threshold_uncertainty_score":0.4509687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05073569786250373,"score_gpt":0.3866336673691074,"score_spread":0.3358979695066037,"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."}}