{"id":"W2563843741","doi":"10.1016/j.jaad.2016.09.038","title":"Ultraviolet radiation and the skin: Photobiology and sunscreen photoprotection","year":2016,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":330,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec","funders":"","keywords":"Photoprotection; Photoaging; Medicine; Dermatology; Actinic keratoses; Photobiology; Confusion; Ultraviolet radiation; Sun exposure; Basal cell; Sunburn; 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":[0.0002522788,0.00007681571,0.0003854108,0.0001029232,0.00006632553,0.000003390019,0.000092954,0.00006168564,0.000009472568],"category_scores_gemma":[0.0002315341,0.00003146812,0.00008600629,0.0001260427,0.001081839,0.00005102555,0.00003120923,0.000295686,6.20514e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001454745,"about_ca_system_score_gemma":0.00002227154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003540832,"about_ca_topic_score_gemma":5.175456e-7,"domain_scores_codex":[0.9990904,0.0002753634,0.0003413286,0.00008236246,0.0000990835,0.0001114996],"domain_scores_gemma":[0.9987603,0.0002711785,0.0008283608,0.0000649097,0.00002693343,0.00004828586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00391233,0.00005443225,0.1134415,0.00005323171,0.0004108211,0.00001315694,0.0006297099,0.000001202015,0.6382697,0.001015894,0.001017951,0.2411802],"study_design_scores_gemma":[0.009889788,0.0003507473,0.542566,0.0002312041,0.0002830402,0.06022057,0.0005833841,0.00009340857,0.3708307,0.002589762,0.01222518,0.0001362265],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184037,0.0005038278,0.0006077857,0.08014444,0.00006766689,0.0001997244,0.000001277011,0.000004834088,0.00006668567],"genre_scores_gemma":[0.9961104,0.001170281,0.0001357568,0.002457042,0.00008869,0.000004170099,5.460398e-8,0.000006081806,0.00002752581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4291246,"threshold_uncertainty_score":0.3986081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008122123444131055,"score_gpt":0.2738142872067704,"score_spread":0.2656921637626393,"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."}}