{"id":"W4280565295","doi":"10.3390/genes13050896","title":"The Skin We Live in: Pigmentation Traits and Tanning Behaviour in British Young Adults, an Observational and Genetically-Informed Study","year":2022,"lang":"en","type":"article","venue":"Genes","topic":"Skin Protection and Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Universidade de São Paulo; Medical Research Council; University of Bristol; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Wellcome Trust","keywords":"Skin cancer; Observational study; Psychological intervention; Environmental health; Ultraviolet radiation; Medicine; Dermatology; Cancer; Pathology","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":[0.0005445599,0.0003190193,0.0004659707,0.0004536043,0.0009992403,0.0008515685,0.0004581325,0.0005604952,0.001315775],"category_scores_gemma":[0.001846235,0.0005392524,0.0004014604,0.000987386,0.0003319065,0.0004018019,0.0005319983,0.0006228856,0.0003819641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000935848,"about_ca_system_score_gemma":0.0007590696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3391344,"about_ca_topic_score_gemma":0.4919855,"domain_scores_codex":[0.9994997,0.0001779444,0.00004994369,0.0001014912,0.00009961973,0.00007133529],"domain_scores_gemma":[0.999199,0.0001118917,0.0002536068,0.0001085466,0.0001402341,0.000186781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001219788,0.0001296209,0.9942621,0.000045122,0.00009578096,0.0001423998,0.002035956,0.0000313747,0.0006153457,0.00003591228,0.000482825,0.002001607],"study_design_scores_gemma":[0.000008185267,0.00005615829,0.998683,0.00001523265,0.00003007072,0.0001122,0.0006143574,0.00005801575,0.00002886965,0.00001301901,0.000375846,0.000005046029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984037,0.000373862,0.000102708,0.00004951963,0.000005552584,0.000028811,0.0006102432,0.000002330894,0.0004232021],"genre_scores_gemma":[0.9981554,0.0002720416,0.0002465553,0.0001263684,0.000005966271,0.00004819822,0.0004740509,0.000003846006,0.0006675668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3391344,"threshold_uncertainty_score":0.6743208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03807682737903917,"score_gpt":0.3062115618718095,"score_spread":0.2681347344927703,"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."}}