{"id":"W2106809814","doi":"10.7196/sajch.343","title":"Ambient solar UV radiation and seasonal trends in potential sunburn risk among schoolchildren in South Africa","year":2011,"lang":"en","type":"article","venue":"South African Journal of Child Health","topic":"Skin Protection and Aging","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Sunburn; Medicine; Sunlight; Skin cancer; Skin type; Sun protection; Sun exposure; Dermatology; Environmental health; Internal medicine; Cancer","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":[0.001442336,0.0001807089,0.0004985585,0.001122805,0.000148097,0.00002594844,0.00009690162,0.00008598918,0.0001169806],"category_scores_gemma":[0.0001321128,0.0001534879,0.0001355186,0.0006524384,0.00007794478,0.0001695863,0.00002899498,0.001210099,0.000002968005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969595,"about_ca_system_score_gemma":0.0002439821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001719372,"about_ca_topic_score_gemma":0.0000414147,"domain_scores_codex":[0.9978232,0.0003021381,0.0007681035,0.000239474,0.0004140101,0.0004530997],"domain_scores_gemma":[0.9984286,0.00001571303,0.0008091635,0.0001457878,0.00006800491,0.000532721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005625334,0.0001653517,0.9280258,0.00001965548,0.00004630725,0.00007531116,0.05037,0.00005020872,0.000003567086,0.00001615015,0.00009636975,0.02056879],"study_design_scores_gemma":[0.00427701,0.0006166248,0.9885222,0.0003276785,0.00004397039,0.0001744027,0.005365484,0.0002823921,0.0000232761,0.0001186149,0.000119965,0.0001283501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949306,0.001298262,0.0006781031,0.001906939,0.0001927272,0.000230525,0.00001620101,0.00001779514,0.0007288692],"genre_scores_gemma":[0.9985963,0.0001014735,0.0005709747,0.0003327994,0.0003346696,0.000003112284,0.000003960658,0.00002337864,0.00003340187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06049647,"threshold_uncertainty_score":0.6259055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454494475392709,"score_gpt":0.2449404730868955,"score_spread":0.2303955283329684,"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."}}