{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004981314,0.000300084,0.0002152435,0.0008984614,0.0002556503,0.0004621417,0.0003179216,0.0004549825,0.001944354],"category_scores_gemma":[0.0006673583,0.0002112006,0.0003658318,0.001011994,0.0003003949,0.0005222659,0.0004986008,0.000332859,0.000441234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812282,"about_ca_system_score_gemma":0.0003843406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009401552,"about_ca_topic_score_gemma":0.01309489,"domain_scores_codex":[0.9994652,0.00008714944,0.0001137424,0.0001002369,0.0001644825,0.00006913399],"domain_scores_gemma":[0.9984733,0.00009743283,0.0008530141,0.00005787019,0.0003493716,0.0001688771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007882265,0.00002410498,0.9948432,0.00005979151,0.00003778336,0.0003435034,0.0002442006,0.00003841971,0.00120096,0.000008405351,0.0002306163,0.002890094],"study_design_scores_gemma":[0.000001610744,0.00009446903,0.998206,0.000007969703,0.000009640105,0.000857432,0.0002221807,0.0000613249,0.0002455257,0.000001845403,0.0002892409,0.000002708991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987156,0.000257323,0.00003546561,0.00003809338,0.000003745917,0.000006723195,0.0004153824,0.000004402825,0.0005232858],"genre_scores_gemma":[0.9989749,0.0001818964,0.00004138896,0.0000334908,0.000004046828,0.000005573167,0.0004852451,0.000001699482,0.0002717495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009401552,"threshold_uncertainty_score":0.01869369,"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."}}