{"id":"W3215896511","doi":"10.1097/der.0000000000000597","title":"Occupational Contact Dermatitis in Hospital Cleaning Workers","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Occupational exposure; Environmental health; Allergy","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":[0.0002962973,0.0001785453,0.000212865,0.0005494603,0.0003690452,0.0003311062,0.0001473767,0.0003354846,0.003724751],"category_scores_gemma":[0.001042499,0.0001388487,0.0001961359,0.0004788657,0.0001745573,0.0001702843,0.0002311121,0.000242898,0.0002403556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735786,"about_ca_system_score_gemma":0.0002373192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786819,"about_ca_topic_score_gemma":0.001270868,"domain_scores_codex":[0.9996331,0.00007185516,0.00004576801,0.00005068599,0.0001009396,0.00009768303],"domain_scores_gemma":[0.9990816,0.0001933872,0.0004718906,0.00002737681,0.00008326123,0.000142465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005560669,0.00005896258,0.9960576,0.00003341195,0.00001320159,0.0005263677,0.0001156387,0.00001124368,0.0004686618,0.00000742377,0.00009632838,0.002555642],"study_design_scores_gemma":[0.000005937287,0.0001947143,0.995442,0.00003191682,0.00001527101,0.003307663,0.000458875,0.00003401257,0.0001628822,0.00001772279,0.0003264513,0.000002563228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984623,0.0007177473,0.00006129959,0.00005001252,0.00000636285,0.000008352163,0.00007112247,0.000003599206,0.0006192097],"genre_scores_gemma":[0.9995472,0.0002205284,0.0000395237,0.00002088523,0.0000087272,0.000003440105,0.00005234722,5.194366e-7,0.000106874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003724751,"threshold_uncertainty_score":0.01246053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154070842543904,"score_gpt":0.2546742967048708,"score_spread":0.2431335882794318,"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."}}