{"id":"W2908828752","doi":"10.1097/der.0000000000000434","title":"Formaldehyde Release From Personal Care Products: Chromotropic Acid Method Analysis","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chromotropic acid; Formaldehyde; Preservative; Personal care; Allergic contact dermatitis; Medicine; Food science; Chemistry; Organic chemistry; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005243793,0.0002188739,0.0005855603,0.0002319083,0.00008446472,0.00006624234,0.0001193255,0.00009210302,0.003541779],"category_scores_gemma":[0.00005617424,0.0001932645,0.0002878682,0.0005093254,0.00002460917,0.0002870051,0.00005975,0.0002058096,0.0005628038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105488,"about_ca_system_score_gemma":0.0001069006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007172105,"about_ca_topic_score_gemma":0.0002032444,"domain_scores_codex":[0.9985149,0.00006922769,0.000348218,0.0003680114,0.0003944779,0.0003051604],"domain_scores_gemma":[0.998981,0.0000479,0.0001220615,0.0005035255,0.000197801,0.0001476887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001091514,0.000439093,0.6830685,0.002727939,0.00945012,0.001401092,0.05326013,0.0001028003,0.03154155,0.0005433555,0.0566872,0.160669],"study_design_scores_gemma":[0.002076434,0.0001485056,0.8512138,0.0001783095,0.001428203,0.0001105966,0.00302023,0.004896518,0.02199543,0.00003422341,0.1145062,0.0003916045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983645,0.003257944,0.001632913,0.004908988,0.0002454941,0.0004738819,0.0002200715,0.0001416847,0.005474058],"genre_scores_gemma":[0.9840753,0.0001859112,0.0103713,0.003359346,0.0002261086,0.00002791853,0.0008549383,0.00002621569,0.0008729695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1681452,"threshold_uncertainty_score":0.9973691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008303156718500498,"score_gpt":0.2508759275159506,"score_spread":0.2425727707974501,"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."}}