{"id":"W4386448075","doi":"10.1089/derm.2023.0203","title":"Economic Costs and Implications of Occupational Skin Disease, 2011–2020","year":2023,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mount; Medicine; Dermatology; Download; Family medicine; Disease; Gerontology; Pathology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001611903,0.0003807258,0.0004194293,0.0004988972,0.002368644,0.00295311,0.0006360166,0.02256631,0.008112187],"category_scores_gemma":[0.01033976,0.0002717753,0.0006408481,0.0006501485,0.001014912,0.001566482,0.0008560732,0.009359784,0.002654413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006067248,"about_ca_system_score_gemma":0.006002611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03824298,"about_ca_topic_score_gemma":0.08264297,"domain_scores_codex":[0.9989523,0.0002802149,0.0001311928,0.000056048,0.0002778619,0.0003024135],"domain_scores_gemma":[0.9966338,0.001375468,0.0003782721,0.00005291355,0.0008435817,0.0007159814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000191382,0.00006409705,0.003434045,0.00008730459,0.00001445113,0.001956874,0.0001188072,0.000184271,0.0002340583,0.00270561,0.9753857,0.01562329],"study_design_scores_gemma":[0.0001489837,0.0001292492,0.02276331,0.0009272646,0.00006468906,0.003271518,0.001885468,0.001306333,0.000267377,0.005344562,0.9638001,0.00009102355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003514788,0.002899751,0.00004367105,0.9714301,0.008502841,0.00001352186,0.0002494483,0.00001145841,0.01333437],"genre_scores_gemma":[0.06283028,0.01079038,0.0003418425,0.8183834,0.0471173,0.0001061587,0.0003739936,0.00002799802,0.06002871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03824298,"threshold_uncertainty_score":0.0760408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170413694389714,"score_gpt":0.2742839494840617,"score_spread":0.2572425800450903,"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."}}