{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007117799,0.0001834057,0.0001918057,0.001215394,0.0002987022,0.0004490191,0.0003385973,0.0002909415,0.002708869],"category_scores_gemma":[0.001544197,0.0001643565,0.0003227625,0.001013578,0.0002001546,0.0004684607,0.0004519784,0.0002565161,0.000264899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004201825,"about_ca_system_score_gemma":0.0003338681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002574279,"about_ca_topic_score_gemma":0.003342159,"domain_scores_codex":[0.9990672,0.0001405244,0.000113192,0.0001603475,0.0003855203,0.0001332018],"domain_scores_gemma":[0.997947,0.0003164049,0.00117633,0.00007968536,0.0002825105,0.0001980676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000845033,0.0000776362,0.9911431,0.00005736607,0.00002621288,0.0001132741,0.0001490246,0.00002284497,0.0009509738,0.00001960133,0.0001152697,0.007240121],"study_design_scores_gemma":[0.000003077126,0.0002742248,0.9965277,0.00004216184,0.00003109463,0.001050796,0.0004251479,0.0001094004,0.0007349227,0.00001576396,0.0007830742,0.000002543046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971817,0.0007911428,0.0001700172,0.00005422574,0.000004082179,0.00003485113,0.0003396875,0.00001269768,0.001411588],"genre_scores_gemma":[0.9988962,0.0003459555,0.0002524949,0.00002947709,0.000003467265,0.00001485915,0.0002099203,0.000003288847,0.0002443228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002708869,"threshold_uncertainty_score":0.009062111,"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."}}