{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002215989,0.00004917599,0.00007423634,0.00005195058,0.000191382,0.00004294689,0.0000299391,0.00001485129,0.00003608225],"category_scores_gemma":[0.00002548616,0.00004994599,0.000008284299,0.0001211874,0.00001939951,0.00006908939,0.00004123861,0.0001068964,2.428293e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004018515,"about_ca_system_score_gemma":0.00003567607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006561616,"about_ca_topic_score_gemma":0.005585554,"domain_scores_codex":[0.9993698,0.00005316702,0.0001647413,0.0001415174,0.0001691172,0.0001016678],"domain_scores_gemma":[0.9998404,0.00003606531,0.00003031345,0.00003654241,0.00002228842,0.00003442729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000592135,0.00007919619,0.836721,0.000009521445,0.000005502719,0.00003192339,0.006989734,0.0000258853,0.0003908041,0.000009998308,0.00001262276,0.1556646],"study_design_scores_gemma":[0.001532639,0.0002260528,0.9569922,0.00003253144,0.000008926361,0.0001090677,0.03999403,0.0008818246,0.00004786274,0.00003015722,0.00009154472,0.00005312148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979526,0.001054088,0.00001988475,0.000363648,0.00005212126,0.0005204893,0.000003176443,0.00001181275,0.00002218829],"genre_scores_gemma":[0.9989191,0.000195643,0.0004633871,0.0001103156,0.00003696098,0.0001773159,0.00001046212,0.00000656794,0.00008026014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1556115,"threshold_uncertainty_score":0.311687,"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."}}