{"id":"W4309288052","doi":"10.3390/curroncol29110699","title":"An Epidemiological Update on Indoor Tanning and the Risk of Skin Cancers","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skin cancer; Medicine; Environmental health; Sunbathing; Dermatology; International agency; Sun exposure; Epidemiology; Ultraviolet radiation; Cancer; Pathology; 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":[0.001992746,0.0002255529,0.001857455,0.0001417689,0.0001344716,0.000004115704,0.0001559552,0.0001855338,0.0005238257],"category_scores_gemma":[0.001087072,0.0001166743,0.0003034148,0.0002021526,0.0003266089,0.00001343088,0.0000995315,0.001586221,0.000007735442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782688,"about_ca_system_score_gemma":0.0003418441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003806693,"about_ca_topic_score_gemma":0.000003691928,"domain_scores_codex":[0.9966283,0.00211443,0.0005584477,0.0003645158,0.0001322638,0.0002019914],"domain_scores_gemma":[0.9974107,0.001504377,0.0006846575,0.0002840439,0.00002257681,0.00009364859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001230304,0.00007222949,0.000162755,0.001202347,0.0001048811,0.00000936936,0.00008839225,0.00000304624,3.442798e-8,0.0004955144,0.0007860022,0.9969524],"study_design_scores_gemma":[0.001216446,0.0005460384,0.00009621391,0.001611953,0.0008669811,0.0001242312,0.00008372089,0.000107404,2.161479e-7,0.0001219346,0.9951232,0.000101681],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003010976,0.9962603,0.00006298265,0.00022027,0.001242293,0.001011188,0.00002541677,0.00002902899,0.0008474502],"genre_scores_gemma":[0.0003268929,0.9985454,0.000066316,0.0002407977,0.0003574279,0.0003625566,0.00006180616,0.00001753909,0.00002126573],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9968507,"threshold_uncertainty_score":0.6891429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2391135775804614,"score_gpt":0.4995955584308484,"score_spread":0.2604819808503869,"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."}}