{"id":"W2058075151","doi":"10.1097/der.0000000000000061","title":"Contact Dermatitis Caused by Preservatives","year":2014,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Preservative; Medicine; Legislation; Contact dermatitis; Allergic contact dermatitis; Occupational Dermatitis; Dermatology; Business; Food science; Allergy; Chemistry; Law; Pathology; Immunology; Political science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001848398,0.0009352125,0.00409534,0.0003209059,0.0001922017,0.0002212263,0.0004353543,0.000560828,0.001595228],"category_scores_gemma":[0.0002446209,0.0007737988,0.0009962945,0.0003643808,0.0001014545,0.0003566112,0.0001575993,0.0007423534,0.001078886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201802,"about_ca_system_score_gemma":0.0003528103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726068,"about_ca_topic_score_gemma":0.00009320145,"domain_scores_codex":[0.9961317,0.0003727154,0.00158061,0.0006099794,0.000635447,0.0006696045],"domain_scores_gemma":[0.9971238,0.0005169301,0.0007921531,0.001000807,0.0001734721,0.0003928846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[3.550911e-7,0.0000571735,0.00004606617,0.02600797,0.0004712816,0.0001630965,0.0001196814,2.62473e-8,7.132275e-7,0.0002409197,0.5894908,0.3834019],"study_design_scores_gemma":[0.0008491271,0.0001093743,0.0008833703,0.02515621,0.001002292,0.0006036219,0.00002202282,0.00002445506,0.00001171827,0.00002847148,0.9705806,0.0007287307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001552202,0.977493,0.0002779117,0.001761435,0.0004151491,0.001724063,0.0006495412,0.0003068941,0.01735643],"genre_scores_gemma":[0.000190093,0.9864658,0.000187586,0.005159136,0.0003551898,0.0004435046,0.002595399,0.000180692,0.004422558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3826732,"threshold_uncertainty_score":0.9996989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354261842952073,"score_gpt":0.3122007630828496,"score_spread":0.2786581446533289,"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."}}