{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002576824,0.0002394085,0.0002251777,0.001000399,0.000488267,0.000517301,0.0003050891,0.0002815937,0.001426334],"category_scores_gemma":[0.0009350462,0.000244864,0.0002703804,0.001352963,0.0002590461,0.0004101224,0.0004177847,0.0003005888,0.0001403334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007378641,"about_ca_system_score_gemma":0.0003708461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05792973,"about_ca_topic_score_gemma":0.07576011,"domain_scores_codex":[0.999808,0.00002876405,0.00001851505,0.00004402665,0.00003733074,0.00006346885],"domain_scores_gemma":[0.9995093,0.00004809355,0.0002566525,0.00001257014,0.0000681478,0.0001051626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003189609,0.00001577655,0.9973782,0.00003199504,0.00001857752,0.00009402099,0.0004982386,0.00003755365,0.0003175382,0.0000178501,0.00009483335,0.001463482],"study_design_scores_gemma":[8.541382e-7,0.00001899574,0.9990319,0.00001198153,0.000005939924,0.00005543791,0.0006760515,0.00003256429,0.00002502333,0.000006515996,0.0001334888,0.000001269571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998789,0.0003969098,0.00003182733,0.00004520178,0.000004088626,0.00000990545,0.0004014994,0.000003186084,0.0003184993],"genre_scores_gemma":[0.9994912,0.0001960117,0.00004980686,0.000007921127,0.000002111377,0.000008218198,0.0001376996,0.000001057094,0.0001058743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05792973,"threshold_uncertainty_score":0.1151851,"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."}}