{"id":"W1991628444","doi":"10.1097/der.0b013e31827b14e1","title":"Occupationally Related Contact Dermatitis in North American Food Service Workers Referred for Patch Testing, 1994 to 2010","year":2013,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Royal Victoria Hospital; University of Toronto; Sunnybrook Health Science Centre; McGill University; University of Ottawa","funders":"","keywords":"Medicine; Patch testing; Contact dermatitis; Service worker; Dermatology; Food service; Occupational exposure; Allergic contact dermatitis; Environmental health; Allergy; Immunology; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000961599,0.00032026,0.0006231935,0.0003172894,0.0001301652,0.0001200549,0.0002090109,0.00009243541,0.000346479],"category_scores_gemma":[0.0003133556,0.0003201495,0.0001123538,0.001206102,0.00003669798,0.0004169732,0.00007036996,0.0002613125,0.0003279545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543366,"about_ca_system_score_gemma":0.0001823236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01120721,"about_ca_topic_score_gemma":0.05850178,"domain_scores_codex":[0.9977906,0.00006318431,0.0008371175,0.0003756972,0.0003756316,0.0005578125],"domain_scores_gemma":[0.9982044,0.0003641909,0.000275233,0.0004208884,0.0004081246,0.0003272043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001348104,0.0001054932,0.8310359,0.0001951905,0.0001116763,0.00003886746,0.001238334,0.00005049582,0.000122642,0.00003949386,0.1456737,0.02137482],"study_design_scores_gemma":[0.001967914,0.0003954841,0.9749197,0.0003403932,0.00003784794,0.0001183526,0.0004630024,0.001962814,0.0001182833,0.00007086407,0.01924079,0.0003644945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747232,0.00009463248,0.0002474164,0.02007109,0.0002322502,0.001997907,0.0001770989,0.0001830174,0.002273431],"genre_scores_gemma":[0.9704131,0.00003822602,0.007413174,0.02042073,0.00007684383,0.000768571,0.0005185334,0.00005928573,0.000291506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1438839,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342892772501788,"score_gpt":0.2556640749226757,"score_spread":0.2322351471976578,"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."}}