{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003656403,0.0004648671,0.0009745733,0.0005135122,0.0002116947,0.0001459104,0.0002313963,0.0002093863,0.0004567143],"category_scores_gemma":[0.0004128103,0.0004748028,0.0002514999,0.0005903687,0.00007749587,0.0005216069,0.00007360663,0.0003288975,0.0001456844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009857132,"about_ca_system_score_gemma":0.001782064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002174466,"about_ca_topic_score_gemma":0.005997135,"domain_scores_codex":[0.9962583,0.0002518323,0.001333633,0.0004874337,0.0008435369,0.0008252369],"domain_scores_gemma":[0.9974721,0.0002504111,0.0004012915,0.0004967077,0.0007799175,0.0005995859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009747407,0.0003127777,0.1889978,0.001573889,0.0003319623,0.0004489259,0.01433401,0.0003801803,0.00003369083,0.001579058,0.7767726,0.01513765],"study_design_scores_gemma":[0.01034364,0.000408158,0.773042,0.001030596,0.00005178053,0.000541388,0.004423525,0.00490301,0.0002246167,0.0002830202,0.204218,0.000530254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8681082,0.015252,0.005360154,0.08346503,0.001952689,0.007855262,0.001186592,0.000989303,0.01583074],"genre_scores_gemma":[0.9751785,0.0003444344,0.004003849,0.01714505,0.0002094321,0.0004515929,0.002277254,0.00008060712,0.0003092394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5840442,"threshold_uncertainty_score":0.9997703,"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."}}