{"id":"W2317115856","doi":"10.1097/01206501-200506000-00043","title":"A STUDY OF INFLUENCING FACTORS FOR SENSORY IRRITATION DUE TO PRESERVATIVES OF COSMETICS","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Medicine; Irritation; Preservative; Dermatology; Forensic engineering; Food science; Engineering; Pathology","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":[0.0004837593,0.0001215249,0.0002848397,0.0001194797,0.00009490541,0.000005752691,0.0001721815,0.00009666847,0.0001918945],"category_scores_gemma":[0.001092562,0.000115257,0.0000537601,0.0001637585,0.00007715456,0.0003064686,0.00004931966,0.0002410312,0.000009888396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002647793,"about_ca_system_score_gemma":0.00004801158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003758035,"about_ca_topic_score_gemma":0.00006650013,"domain_scores_codex":[0.9986094,0.0003683105,0.0004925704,0.000144542,0.0001836868,0.0002014655],"domain_scores_gemma":[0.997254,0.00200323,0.0002788694,0.0001165478,0.000196658,0.0001507326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007444333,0.008168658,0.1167297,0.001826582,0.001888397,0.00006367245,0.5748554,0.0143006,0.1303922,0.001374695,0.06809391,0.08156177],"study_design_scores_gemma":[0.005933665,0.001213999,0.1219591,0.00007452477,0.0005922192,0.00001734466,0.03257663,0.00561782,0.588061,0.0004586966,0.2430974,0.0003975484],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956488,0.0001293107,0.0005662389,0.001459906,0.0002739919,0.0009500101,0.0001151012,0.00002581957,0.0008307969],"genre_scores_gemma":[0.9951873,0.00003529757,0.001225773,0.003265425,0.0000839401,0.00007134785,0.00001307594,0.00001156368,0.0001062556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5422788,"threshold_uncertainty_score":0.4700045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2419950822226179,"score_gpt":0.4977500281786533,"score_spread":0.2557549459560354,"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."}}