{"id":"W2050637137","doi":"10.1097/der.0000000000000124","title":"Occupational Dermatitis in Health Care Workers Evaluated for Suspected Allergic Contact Dermatitis","year":2015,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Allergic contact dermatitis; Dermatology; Irritant contact dermatitis; Health care; Incidence (geometry); Population; Patch test; Allergy; Environmental health; Immunology","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":[0.0004969929,0.000278988,0.00029403,0.0009411384,0.0005176626,0.0005037783,0.0002385899,0.0004274599,0.00244976],"category_scores_gemma":[0.002163944,0.0002030739,0.0002386395,0.0006760107,0.0003565693,0.0003387372,0.0004233846,0.0003451494,0.0002572688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004366,"about_ca_system_score_gemma":0.0003432874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004159498,"about_ca_topic_score_gemma":0.003930405,"domain_scores_codex":[0.9994884,0.000108378,0.00006021368,0.00008704523,0.0001125844,0.0001433975],"domain_scores_gemma":[0.9990031,0.0002598472,0.0004596936,0.00002917908,0.00009925727,0.000148987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003797158,0.00002371807,0.9982291,0.00001014924,0.000004940731,0.0006359911,0.00006921418,0.000007592535,0.0000855822,0.000003036042,0.00004908993,0.0008434968],"study_design_scores_gemma":[0.000008667147,0.0002057287,0.9945946,0.00002655432,0.00001403807,0.004217924,0.000603563,0.0000776985,0.00008222595,0.00001235978,0.0001540867,0.000002400194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998777,0.0004072791,0.00004208182,0.00003596649,0.000006432983,0.00001375504,0.000072043,0.000002753246,0.0006426778],"genre_scores_gemma":[0.9996535,0.0001398103,0.00005145018,0.00002791329,0.000009867023,0.000005259226,0.00006695692,5.345948e-7,0.00004463824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004159498,"threshold_uncertainty_score":0.008270621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605874900932191,"score_gpt":0.3216306373833979,"score_spread":0.2855718883740759,"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."}}