{"id":"W2793578072","doi":"10.1097/der.0000000000000359","title":"Risk Assessment of the Skin Sensitization Induction Potential of Kathon CG in Rinse-off and Leave-on Personal Care and Cosmetic Products","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sensitization; Medicine; Preservative; Skin care; Personal care; Dermatology; Toxicology; Food science; Chemistry; Immunology","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":[0.00007613611,0.00008126196,0.0001770363,0.00009071281,0.0000601681,0.00001232982,0.000021706,0.00004600284,0.00001590789],"category_scores_gemma":[0.00006645916,0.00006227948,0.00002394015,0.000127903,0.000124122,0.00007905046,0.00003059676,0.0001009683,6.33959e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003116149,"about_ca_system_score_gemma":0.0000505286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002075275,"about_ca_topic_score_gemma":0.0002782086,"domain_scores_codex":[0.9993047,0.00008347799,0.0002044907,0.0001302512,0.0001951329,0.00008200305],"domain_scores_gemma":[0.9995273,0.00002336805,0.0001357228,0.0001193749,0.0001706456,0.00002354684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007486118,0.0003024635,0.685195,0.002226895,0.0001609995,0.0000417258,0.0332969,0.00004881277,0.04795993,0.0007422749,0.002764673,0.2271854],"study_design_scores_gemma":[0.0008452311,0.0002190705,0.9811596,0.0003149586,0.00004516961,0.0001065173,0.001091519,0.002026492,0.01377688,0.00004304147,0.000313639,0.00005792674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968227,0.0002979437,0.00003772537,0.00172197,0.0001445562,0.0002941038,0.00002457177,0.000005963677,0.0006505231],"genre_scores_gemma":[0.9989532,0.00041091,0.0003292806,0.0001486681,0.0001015047,0.000004384423,0.00001528196,0.00000774384,0.00002900103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2959645,"threshold_uncertainty_score":0.2539683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007046139416927076,"score_gpt":0.2434515321693288,"score_spread":0.2364053927524017,"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."}}