{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002912974,0.0005779651,0.001018597,0.000462874,0.0004065621,0.001660799,0.0005297422,0.002319102,0.008759479],"category_scores_gemma":[0.002844877,0.000254098,0.001063789,0.0002607522,0.001220795,0.002955663,0.0004881342,0.001562268,0.003684328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461169,"about_ca_system_score_gemma":0.000499625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003250433,"about_ca_topic_score_gemma":0.0006342868,"domain_scores_codex":[0.9990543,0.0003660942,0.00005442901,0.00008959811,0.0002918827,0.0001437446],"domain_scores_gemma":[0.9980555,0.0008946595,0.0003727186,0.0001203796,0.0004095134,0.0001472832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001320829,0.0009206263,0.005121514,0.004894373,0.0002795926,0.0005638471,0.0004519981,0.0001197757,0.02128779,0.004189167,0.03474329,0.9261072],"study_design_scores_gemma":[0.00111973,0.0147075,0.03177821,0.008809121,0.001906912,0.009689018,0.004564794,0.0005264294,0.05838896,0.01590036,0.8524536,0.0001553299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05329026,0.8501882,0.00302164,0.0622231,0.005917469,0.0001247992,0.0001124281,0.000163288,0.02495884],"genre_scores_gemma":[0.3053684,0.6252929,0.0066339,0.02951153,0.006313632,0.0002101135,0.0001443857,0.00008321663,0.0264419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008759479,"threshold_uncertainty_score":0.02930337,"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."}}