{"id":"W2572218770","doi":"10.1097/der.0000000000000259","title":"Prevalence of Preservatives Across All Product Types in the Contact Allergen Management Program","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergen; Preservative; Product (mathematics); Food science; Immunology; Allergy","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":[0.0002385734,0.0001280061,0.0002337957,0.00003345893,0.0001297755,0.00009940683,0.0004539385,0.00003028702,0.0001010418],"category_scores_gemma":[0.00009248115,0.00008659203,0.00007134745,0.00004483256,0.0000998488,0.0002934389,0.0001412602,0.0001121503,0.00001687867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001547094,"about_ca_system_score_gemma":0.00001807662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002321319,"about_ca_topic_score_gemma":0.0002764673,"domain_scores_codex":[0.9989222,0.00005638506,0.0003006009,0.0001858331,0.0002943772,0.0002406604],"domain_scores_gemma":[0.9988621,0.00003805199,0.0001938624,0.0008041145,0.00006660925,0.00003523207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005602816,0.001069601,0.7753857,0.005773433,0.0005947176,0.0005857369,0.01927614,0.000006810196,0.0003725268,0.003443188,0.04558452,0.1478516],"study_design_scores_gemma":[0.0007064763,0.0001019631,0.9160969,0.0003732342,0.0000332155,0.0000288504,0.0003976631,0.00009080431,0.0007079695,0.0001021723,0.08127394,0.00008678898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601871,0.001163333,0.000008144554,0.01272538,0.0001156176,0.001686241,0.00003361444,0.00004109638,0.02403947],"genre_scores_gemma":[0.9954572,0.001663457,0.0006124175,0.0007690638,0.00004974629,0.0002134324,0.00001307588,0.00001083511,0.001210811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1477648,"threshold_uncertainty_score":0.353112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516171296839354,"score_gpt":0.3366935766335106,"score_spread":0.301531863665117,"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."}}