{"id":"W2079760491","doi":"10.2310/7750.2006.00025","title":"Ultraviolet a Radiation and The Need for Protection","year":2006,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Skin Protection and Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovaderm (Canada); Centre hospitalier universitaire de Québec; Health Sciences Centre; Mediprobe Research (Canada); University of Toronto; Hôtel-Dieu de Québec; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dermatology; Erythema; Ultraviolet radiation; Sunscreening Agents; Sun protection; Skin cancer; Melanoma; Sun protection factor; Broad spectrum; Cancer; Cancer research; Internal medicine","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":[0.0008548343,0.00007110973,0.0003240857,0.0001711088,0.00009239479,0.00001183016,0.00001334749,0.0000422636,0.00001229132],"category_scores_gemma":[0.0006364263,0.00003702806,0.00007560786,0.00009392395,0.0001182164,0.00004147437,0.000002413791,0.0001509878,1.790186e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001606575,"about_ca_system_score_gemma":0.00004115155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006543308,"about_ca_topic_score_gemma":0.000001782263,"domain_scores_codex":[0.9992611,0.00004503528,0.0003717161,0.00006388588,0.0001674386,0.00009086954],"domain_scores_gemma":[0.9989075,0.0006088626,0.0002522338,0.00004704666,0.0001287194,0.00005560906],"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":[0.01982686,0.0002699867,0.02665923,0.0009578717,0.0005118528,0.001001128,0.002855339,0.00005617315,0.06040801,0.001890837,0.1019774,0.7835853],"study_design_scores_gemma":[0.05041862,0.004693736,0.04878189,0.005572011,0.0028031,0.3788247,0.007131207,0.01068198,0.01076513,0.02909056,0.4504052,0.0008319115],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335691,0.004602242,0.006999202,0.0531438,0.0005402219,0.0006483567,6.86294e-7,0.00001816622,0.0004781718],"genre_scores_gemma":[0.9965004,0.0006362858,0.00008712645,0.001158251,0.001306237,0.000008141543,0.000001501643,0.000008120475,0.0002939796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7827534,"threshold_uncertainty_score":0.1509961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837542915557277,"score_gpt":0.2521726781995647,"score_spread":0.233797249043992,"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."}}