{"id":"W3093903538","doi":"10.1097/der.0000000000000684","title":"Fragrance Skin Sensitization Evaluation and Human Testing: 30-Year Experience","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":978,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Local lymph node assay; Sensitization; Medicine; Skin sensitization; Protocol (science); Dermatology; Toxicology; Immunology; Pathology; Alternative medicine","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":[0.0163113,0.001199666,0.0006940603,0.001269357,0.0007922823,0.00102877,0.001002744,0.00107042,0.003191149],"category_scores_gemma":[0.01035328,0.0004073125,0.0008471371,0.00091756,0.001487248,0.001825176,0.002510558,0.001023969,0.001526477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006028963,"about_ca_system_score_gemma":0.0009627288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007634559,"about_ca_topic_score_gemma":0.001255557,"domain_scores_codex":[0.989931,0.004739962,0.0007463858,0.001625651,0.002080209,0.0008767491],"domain_scores_gemma":[0.987568,0.004436078,0.001738483,0.001770757,0.002455334,0.002031401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001622469,0.009218941,0.5266451,0.001005752,0.0003428702,0.007175413,0.01978348,0.001313631,0.03490293,0.0007219721,0.003229803,0.3940376],"study_design_scores_gemma":[0.0001872589,0.06906211,0.7021911,0.0009114326,0.0004669472,0.07148416,0.01104652,0.002806575,0.04962816,0.00166291,0.09024485,0.0003080261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819098,0.00763004,0.004356288,0.0004420945,0.00005652803,0.0001711703,0.0001130788,0.00007927251,0.005241845],"genre_scores_gemma":[0.9861063,0.00535406,0.004411942,0.0007644556,0.0001450995,0.00007503617,0.0003631233,0.00005530204,0.002724682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0163113,"threshold_uncertainty_score":0.08626342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730637503045741,"score_gpt":0.2925650223804355,"score_spread":0.2552586473499781,"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."}}