{"id":"W2058044375","doi":"10.4161/derm.1.4.9841","title":"In defense of the sun","year":2009,"lang":"en","type":"article","venue":"Dermato-Endocrinology","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vitamin D Society","keywords":"Skin cancer; Medicine; Vitamin D and neurology; Population; Mortality rate; Sun exposure; Environmental health; Incidence (geometry); Cause of death; Cancer; Disease; Demography; Dermatology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00006446947,0.0001032759,0.0003134442,0.0001554032,0.00004474841,0.000002564698,0.0001701117,0.00005062815,0.00005573659],"category_scores_gemma":[0.0003479082,0.00006602644,0.00008499204,0.0002791904,0.0002411566,0.00004007733,0.0001194271,0.0002999273,0.00004796442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004207138,"about_ca_system_score_gemma":0.00006145125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003420731,"about_ca_topic_score_gemma":0.00002625837,"domain_scores_codex":[0.9988265,0.00009799542,0.0002508037,0.0001618816,0.0001982025,0.000464609],"domain_scores_gemma":[0.9993419,0.00009382619,0.00005015894,0.0003921694,0.00007528104,0.00004667324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000265467,0.001072672,0.821977,0.0003097908,0.0002261437,0.003567197,0.002224148,0.00001260722,0.02569625,0.0419381,0.08959547,0.01311515],"study_design_scores_gemma":[0.001949015,0.0001863697,0.9549859,0.00005989584,0.00002523836,0.001600391,0.0003249557,0.00002874712,0.02096503,0.002294836,0.01749259,0.00008701328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418396,0.001162985,0.000006441735,0.03454151,0.0001334439,0.0003124741,0.000002880353,0.00002800887,0.02197262],"genre_scores_gemma":[0.9964507,0.0002711914,0.00008670078,0.002316505,0.00003959651,0.00001235926,0.000001112487,0.000006730454,0.0008150686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1330089,"threshold_uncertainty_score":0.269248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191383110335393,"score_gpt":0.3157648831831069,"score_spread":0.2938510520797529,"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."}}