{"id":"W1978883919","doi":"10.1097/der.0000000000000044","title":"Latex Glove–Related Symptoms Among Health Care Workers: A Self-Report Questionnaire-Based Survey","year":2014,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Medicine Siriraj Hospital, Mahidol University","keywords":"Medicine; Atopy; Latex allergy; Allergy; Asthma; Dermatology; Internal medicine; 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":[0.0004342456,0.0002747741,0.0005663651,0.0001629688,0.0001887733,0.00009449797,0.0001170299,0.0001600324,0.0001944978],"category_scores_gemma":[0.0002208336,0.0002577697,0.0001559,0.0003310625,0.00007126956,0.0001912628,0.00003527795,0.0002641516,0.0001584489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002464389,"about_ca_system_score_gemma":0.0003916617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004506669,"about_ca_topic_score_gemma":0.003460177,"domain_scores_codex":[0.9977551,0.0003183504,0.0007252783,0.0003429339,0.0004274485,0.0004309041],"domain_scores_gemma":[0.9984159,0.0001189416,0.0003210529,0.000550662,0.0002753296,0.000318084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007127903,0.00008889438,0.9613793,0.0003760856,0.0001451928,0.0002680115,0.001463031,0.00004397626,0.000002777384,0.00007975795,0.02670757,0.009438208],"study_design_scores_gemma":[0.00167609,0.0001563029,0.9734252,0.0009432941,0.00004545427,0.0003029139,0.0001148267,0.002317493,0.00005772218,0.00001936723,0.02068331,0.0002579913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822765,0.001248466,0.001490238,0.006872504,0.0006064128,0.0007363285,0.00004038586,0.000751397,0.005977749],"genre_scores_gemma":[0.993563,0.00005502051,0.0004684782,0.004625556,0.00009433652,0.00003932789,0.0007638786,0.00004878111,0.0003416238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01204587,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00824181546278373,"score_gpt":0.2528355933920309,"score_spread":0.2445937779292471,"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."}}