{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004308256,0.00007933985,0.0002711631,0.0002374993,0.00004310691,0.00000123493,0.00004880159,0.00005269368,0.0001110897],"category_scores_gemma":[0.00005112805,0.00006988446,0.00001523147,0.0002380026,0.00004738472,0.000033726,0.00004395262,0.000397827,2.060314e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002891103,"about_ca_system_score_gemma":0.0002995311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001493963,"about_ca_topic_score_gemma":0.0007352206,"domain_scores_codex":[0.9989734,0.0002106102,0.0002172675,0.0001826427,0.0002739216,0.0001421634],"domain_scores_gemma":[0.9995722,0.00005277061,0.0001851057,0.00008362767,0.00004623789,0.00006002411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001108869,0.0003822819,0.9935912,0.00003246489,0.0000179721,0.0001242307,0.002176854,0.00002146764,0.00006422352,0.00003826947,0.0009029043,0.001539219],"study_design_scores_gemma":[0.01023328,0.002197945,0.9424784,0.0001258544,0.00007482267,0.00009840137,0.003743356,0.00002247762,0.00002592112,0.000008928941,0.04089228,0.0000983323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977223,0.0004988443,0.00001147643,0.0007410316,0.0003703832,0.0005024047,0.000005159697,0.00001298461,0.0001353772],"genre_scores_gemma":[0.9992594,0.00005210007,0.00003526062,0.00009023707,0.00002029917,0.0001256536,0.00001149943,0.00000944962,0.0003961496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05111285,"threshold_uncertainty_score":0.7560133,"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."}}