{"id":"W7154566051","doi":"10.2310/6620.2009.00005m","title":"Occupational Dermatoses in Machinists, Mechanics, and Metal Workers Evaluated for Suspected Contact Dermatitis","year":2009,"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":"Contact dermatitis; Allergic contact dermatitis; Patch testing; Occupational exposure; Irritant contact dermatitis","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":[0.0005262741,0.000658865,0.0004213415,0.001906274,0.00143766,0.0005132797,0.0003971336,0.0009901093,0.003911147],"category_scores_gemma":[0.00208416,0.0005210631,0.0004728589,0.0008675097,0.0006994681,0.0006874203,0.0004520374,0.0004878641,0.0004607372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157454,"about_ca_system_score_gemma":0.0003752972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00367585,"about_ca_topic_score_gemma":0.005087482,"domain_scores_codex":[0.9995203,0.00009040992,0.00006241275,0.00006458423,0.0001055428,0.000156655],"domain_scores_gemma":[0.9992456,0.0002649208,0.0001330961,0.00003883686,0.0001026243,0.0002149041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007221719,0.0003434515,0.9181475,0.00004144386,0.00002318298,0.07522596,0.0005898469,0.00008685593,0.00295881,0.00006033089,0.0001925629,0.001607923],"study_design_scores_gemma":[0.00003976987,0.001239815,0.8852851,0.00003564615,0.00006586933,0.109103,0.001474779,0.000432253,0.001669763,0.00007836094,0.0005623013,0.00001341458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997297,0.0002377502,0.00008568391,0.00003861804,0.000006552702,0.00002241699,0.00007106962,0.000006630791,0.002234259],"genre_scores_gemma":[0.9994247,0.0001331468,0.00007791695,0.0000357624,0.0000138492,0.000004820866,0.00004347121,0.000001742243,0.0002646069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003911147,"threshold_uncertainty_score":0.01308405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913284107466701,"score_gpt":0.2904303514101518,"score_spread":0.2712975103354848,"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."}}