{"id":"W2391115547","doi":"10.1097/der.0000000000000176","title":"Occupational Skin Conditions in the Emerging US Green Collar Workforce","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health","keywords":"Medicine; Collar; Workforce; Occupational safety and health; Environmental health; Economic growth; Finance; Business; Pathology","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":[0.000250895,0.000123699,0.0001332019,0.001314748,0.000523477,0.0006355948,0.0001482174,0.0004606061,0.004323532],"category_scores_gemma":[0.0005924634,0.00008448365,0.0002291075,0.001197239,0.0001653837,0.0005477737,0.0004286926,0.0004536305,0.0002382723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004817268,"about_ca_system_score_gemma":0.0007772131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02830042,"about_ca_topic_score_gemma":0.04363054,"domain_scores_codex":[0.9997706,0.00003491091,0.0000259666,0.00002593864,0.00006707892,0.00007549103],"domain_scores_gemma":[0.9995145,0.00005929646,0.0001838898,0.000006818542,0.00008977523,0.0001458899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004718619,0.0001984505,0.9461631,0.0003051849,0.00002827997,0.001284929,0.0008779473,0.00005658586,0.0005471354,0.0002006024,0.008118327,0.04217235],"study_design_scores_gemma":[0.000002221156,0.00007035409,0.9907742,0.0002569181,0.00001447596,0.001414543,0.004274574,0.00004131941,0.00003274738,0.00007876872,0.003034871,0.000004923228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385085,0.036065,0.0001968614,0.008625339,0.0003258451,0.00006184595,0.001540623,0.00002918046,0.014647],"genre_scores_gemma":[0.9732139,0.02288512,0.0001794198,0.001197669,0.0003694535,0.00002598544,0.0005779208,0.000004252059,0.001546297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02830042,"threshold_uncertainty_score":0.05627137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786300990276413,"score_gpt":0.2829082735937156,"score_spread":0.2650452636909515,"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."}}