{"id":"W2129072694","doi":"10.2310/7750.2006.00026","title":"Ultraviolet Radiation Exposure: Public Health Concerns","year":2006,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Skin Protection and Aging","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Vancouver General Hospital; McGill University; University of British Columbia","funders":"","keywords":"Sunburn; Medicine; Sun exposure; Skin cancer; Sun protection; Ultraviolet radiation; Sunbathing; Insolation; Environmental health; Sunscreening Agents; Public health; Dermatology; Sunlight; Radiation exposure; Cancer; Pathology","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":[0.001016687,0.000106865,0.0005364299,0.0003494598,0.00008282663,0.0000155815,0.00002841188,0.00005465813,0.0001502505],"category_scores_gemma":[0.000454606,0.00007413126,0.00009920233,0.0001959163,0.00008710076,0.00008276441,0.000004032669,0.0002592639,0.000001976119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007382509,"about_ca_system_score_gemma":0.0003090679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008993822,"about_ca_topic_score_gemma":0.000003881511,"domain_scores_codex":[0.9985018,0.00008563509,0.0007166184,0.0000985705,0.0003842537,0.0002131015],"domain_scores_gemma":[0.9986051,0.0003806082,0.0004933964,0.00008607845,0.0001795787,0.0002552366],"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":[0.0003874045,0.0003066667,0.2294794,0.0003007532,0.0001842397,0.003550943,0.001392091,0.00001231618,0.006481522,0.0003591597,0.3015946,0.4559509],"study_design_scores_gemma":[0.005008193,0.002864394,0.08889624,0.002267337,0.0002094463,0.148863,0.002862516,0.0001741652,0.0009820857,0.0009213028,0.7465388,0.0004124588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8990225,0.01280839,0.001267567,0.08413767,0.001010359,0.0001635665,0.000001325753,0.00003671633,0.001551942],"genre_scores_gemma":[0.9903428,0.002313313,0.00007615343,0.004699963,0.002160226,9.364669e-7,0.000007439053,0.00001281897,0.0003863441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4555384,"threshold_uncertainty_score":0.3022985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04877627175969975,"score_gpt":0.2988234394565973,"score_spread":0.2500471676968976,"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."}}