{"id":"W4311861892","doi":"10.3390/curroncol29120759","title":"Association of Sun Safety Behaviors and Barriers with Sunburn History in College Students in a Region with High UV Exposure","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sunburn; Medicine; Sun protection; Skin cancer; Sun exposure; Dermatology; Environmental health; Cancer; Demography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000369077,0.0001221663,0.000185693,0.0005693875,0.0004426512,0.0005680721,0.0002546493,0.0004033075,0.002711534],"category_scores_gemma":[0.002114552,0.0001798113,0.0003214972,0.0005907168,0.0001999162,0.0003289965,0.0004182368,0.0006137783,0.0001887055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783901,"about_ca_system_score_gemma":0.0004582352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609817,"about_ca_topic_score_gemma":0.02616618,"domain_scores_codex":[0.9997575,0.00004860028,0.00003075435,0.00004083937,0.00006593148,0.00005640511],"domain_scores_gemma":[0.9984069,0.0002019127,0.0006931014,0.00008090713,0.0001518879,0.0004653802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002369627,0.00006870117,0.9987349,0.000005564054,0.00001575799,0.00001568627,0.00008910539,0.00001024813,0.00007147423,0.000007016218,0.00003979988,0.0009181697],"study_design_scores_gemma":[0.000001311762,0.00003818468,0.9994782,0.000004730138,0.000007717517,0.00002888853,0.0002923089,0.00006003692,0.00001788169,0.000005729792,0.00006370377,0.000001308166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993723,0.00009920603,0.00002099265,0.00006184016,0.000003578053,0.000005821411,0.00006606505,0.00000178217,0.0003684159],"genre_scores_gemma":[0.9997509,0.00004339778,0.00001625909,0.00001411247,0.000003479573,0.000002600057,0.00004635512,6.614941e-7,0.0001223307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01609817,"threshold_uncertainty_score":0.03200895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992672851249931,"score_gpt":0.3195883992120009,"score_spread":0.2896616706995015,"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."}}