{"id":"W7154629299","doi":"10.2310/6620.2009.00005w","title":"Skin Protection Products against Lipophilic Irritants—Do They Really Work?","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cosmetics; Skin reaction; MEDLINE; Anti-Infective Agents","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"],"consensus_categories":[],"category_scores_codex":[0.0004001266,0.0003144377,0.0002825982,0.0001541558,0.000365715,0.00004638137,0.000350752,0.0003064605,0.0002698736],"category_scores_gemma":[0.0001061845,0.0003226609,0.00008844759,0.0003870286,0.0001132928,0.0003853254,0.00004031544,0.0008810625,0.000629591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300234,"about_ca_system_score_gemma":0.00006407118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000146693,"about_ca_topic_score_gemma":0.00002182914,"domain_scores_codex":[0.9977561,0.0004178517,0.0004862692,0.0004653933,0.0002814582,0.0005929345],"domain_scores_gemma":[0.9990434,0.00007626546,0.0001699871,0.0003770635,0.0001562693,0.0001770145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002019473,0.0009903928,0.001574741,0.0001817366,0.0002372296,0.0003276115,0.00286009,0.003908769,0.01876862,0.00107578,0.05114767,0.9187254],"study_design_scores_gemma":[0.003265121,0.0003539329,0.05963377,0.0001893389,0.0001717788,0.0001730715,0.0001316125,0.001210815,0.06482241,0.006907791,0.8620018,0.001138507],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483354,0.003402721,0.003136355,0.03897311,0.005399518,0.004577859,0.0002202022,0.001207645,0.09474715],"genre_scores_gemma":[0.9836338,0.0009084935,0.0007924395,0.01293353,0.0005585943,0.0001086587,0.00005825792,0.00003385852,0.0009723852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9175869,"threshold_uncertainty_score":0.9999226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632764611831142,"score_gpt":0.3631533782241299,"score_spread":0.2998769170410157,"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."}}