{"id":"W2142187942","doi":"10.1111/phpp.12107","title":"Self‐reported sun‐related knowledge, attitudes and behaviours among schoolchildren attending South African primary schools","year":2014,"lang":"en","type":"article","venue":"Photodermatology Photoimmunology & Photomedicine","topic":"Skin Protection and Aging","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Council of Scientific and Industrial Research, India; Cancer Association of South Africa","keywords":"Sunburn; Skin cancer; Sun protection; Psychological intervention; Medicine; Quarter (Canadian coin); Sun exposure; Government (linguistics); Family medicine; Psychology; Environmental health; Cancer; Dermatology; Geography; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007354253,0.0002573951,0.0003899608,0.001015307,0.0005774687,0.0008623197,0.0002807686,0.000611382,0.0037162],"category_scores_gemma":[0.001820324,0.0003721586,0.0003653979,0.0006893366,0.0004362121,0.000620934,0.0004410326,0.0005119513,0.0004320129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004598057,"about_ca_system_score_gemma":0.0004749566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01655124,"about_ca_topic_score_gemma":0.02294064,"domain_scores_codex":[0.9996427,0.00004941675,0.00003952402,0.00004635161,0.0001340903,0.00008789072],"domain_scores_gemma":[0.9987363,0.0001966893,0.0005954434,0.00003944941,0.0001520305,0.0002801375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001618806,0.00011952,0.9965462,0.00003742133,0.00001967836,0.00006833547,0.00154026,0.00001670795,0.0001921536,0.000008789242,0.0001109074,0.001323888],"study_design_scores_gemma":[0.000002422583,0.0001207317,0.9977188,0.00001827114,0.000009281538,0.00006217888,0.001898445,0.00002324364,0.00003235555,0.000004425418,0.0001076247,0.000002277117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999491,0.00007765505,0.000005237511,0.00002803404,0.000001945351,0.000006663173,0.0001093852,0.000001109667,0.0002790073],"genre_scores_gemma":[0.9993357,0.0001273275,0.00002809687,0.00002325789,0.000002634126,0.0000112889,0.000114764,5.870483e-7,0.0003562712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01655124,"threshold_uncertainty_score":0.03290975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009494539646293326,"score_gpt":0.2584080191902992,"score_spread":0.2489134795440059,"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."}}