{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094673,0.0004055605,0.000555142,0.0004595207,0.00181838,0.003525435,0.000666805,0.002073879,0.07405335],"category_scores_gemma":[0.003771787,0.0001467142,0.0003729858,0.0003519781,0.001110763,0.001442573,0.002373049,0.00276766,0.02362096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005419886,"about_ca_system_score_gemma":0.001562337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008878422,"about_ca_topic_score_gemma":0.001558534,"domain_scores_codex":[0.999212,0.000280407,0.00004146801,0.0001306157,0.0002358102,0.00009967801],"domain_scores_gemma":[0.9986664,0.0001584078,0.0001173424,0.0002091976,0.0003987144,0.00044987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002141443,0.0002180051,0.006925578,0.0006689207,0.00009128316,0.0004923047,0.002280104,0.00005227802,0.006316084,0.03075909,0.5346441,0.417338],"study_design_scores_gemma":[0.00001214997,0.00007827918,0.002180904,0.0001669148,0.00001093562,0.0005843305,0.0006148079,0.000009628929,0.0003485811,0.002158259,0.9938297,0.0000056177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03132623,0.1791224,0.002714223,0.2157556,0.04903498,0.0001794424,0.0006328711,0.0006044168,0.5206299],"genre_scores_gemma":[0.2174994,0.07121323,0.004352014,0.07816913,0.01317847,0.0001571708,0.0007395961,0.0001687114,0.6145222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07405335,"threshold_uncertainty_score":0.2477331,"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."}}