{"id":"W2087648938","doi":"10.1097/der.0000000000000031","title":"Contact Sensitivity to Preservatives in Singapore: Frequency of Sensitization to 11 Common Preservatives 2006–2011","year":2014,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Preservative; Sensitivity (control systems); Traditional medicine; Food science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0003365131,0.0002281399,0.0006521554,0.0002945247,0.0000627761,0.00003474473,0.00009614877,0.0000905378,0.0001506595],"category_scores_gemma":[0.0006474365,0.0002219476,0.00008134478,0.0003587112,0.00004285238,0.0003825481,0.0001044251,0.0001430804,0.00005198043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006973136,"about_ca_system_score_gemma":0.00005470245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006554726,"about_ca_topic_score_gemma":0.01447067,"domain_scores_codex":[0.9981431,0.0003241956,0.0005861155,0.0002868725,0.0003428671,0.0003168155],"domain_scores_gemma":[0.9985263,0.0004078093,0.0001650022,0.0004332694,0.0002705581,0.0001970792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003413786,0.000231214,0.9221358,0.0003969093,0.00006011254,0.0001050944,0.006945497,0.0001669433,0.04274718,0.004115676,0.01944149,0.003619952],"study_design_scores_gemma":[0.0008595252,0.0002255514,0.9724557,0.0006282197,0.00001920368,0.00003761484,0.0002490218,0.002215834,0.01746721,0.0005127025,0.00510342,0.0002259941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669315,0.00006026501,0.003121044,0.02271322,0.0001018566,0.0008362958,0.00008637401,0.00005628998,0.00609315],"genre_scores_gemma":[0.9914781,0.00001903582,0.002848566,0.005118112,0.00008238516,0.00003456682,0.0000900903,0.00002858954,0.0003005867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05031992,"threshold_uncertainty_score":0.9908828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757143810213213,"score_gpt":0.2641750929714879,"score_spread":0.2466036548693558,"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."}}