{"id":"W7133182862","doi":"10.2310/6620.2011.00011-n","title":"Prevention of Skin Exposure to Metal Working Fluid in a Tool Manufacturing Plant: An Intervention Approach","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Metal working; MEDLINE; Occupational exposure; Single use","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":[0.0005419612,0.0006247242,0.0006034232,0.0009641534,0.001217756,0.0005827439,0.001029047,0.001303953,0.00360941],"category_scores_gemma":[0.001037529,0.0001817719,0.000510008,0.0002500651,0.0003415073,0.0004011539,0.0009122964,0.0008354038,0.0002829978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004814156,"about_ca_system_score_gemma":0.001720329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002740175,"about_ca_topic_score_gemma":0.002658112,"domain_scores_codex":[0.9995385,0.0001501818,0.00002966692,0.00006039297,0.0001066389,0.0001145735],"domain_scores_gemma":[0.9995236,0.0001456041,0.00007408506,0.00002004472,0.00006559518,0.0001709651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007722121,0.1390552,0.06469872,0.003120831,0.0002359835,0.004795542,0.003071464,0.002028202,0.04328888,0.002320339,0.006066465,0.7235963],"study_design_scores_gemma":[0.009479161,0.1676532,0.6717721,0.003271243,0.002249542,0.01439526,0.01647296,0.01232419,0.05757991,0.006432881,0.03810154,0.0002680352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594331,0.003454893,0.01395786,0.007099763,0.0003334212,0.001917673,0.00007829468,0.0002890522,0.0134359],"genre_scores_gemma":[0.980097,0.002995254,0.01214339,0.0008791595,0.0002425037,0.0004746015,0.00006235318,0.000009605375,0.00309619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00360941,"threshold_uncertainty_score":0.01207471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03371281288104257,"score_gpt":0.2510361461082516,"score_spread":0.2173233332272091,"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."}}