{"id":"W2412753676","doi":"10.2310/6620.2010.10052","title":"Microvesicle Formulations Used in Topical Drugs and Cosmetics Affect Product Efficiency, Performance and Allergenicity","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Medicine; Transdermal; Microvesicle; Drug; Pharmacology; Active ingredient; Risk analysis (engineering); Biochemical engineering; Dermatology; Microvesicles; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005434469,0.0002747036,0.0003346966,0.0003895187,0.0001894799,0.0005599788,0.0001733182,0.0004007625,0.001988452],"category_scores_gemma":[0.000827561,0.0001480814,0.0003090709,0.0002576117,0.0002247601,0.000853486,0.0003548541,0.0003923315,0.0004304904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002863338,"about_ca_system_score_gemma":0.000121273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002870776,"about_ca_topic_score_gemma":0.000326107,"domain_scores_codex":[0.9996065,0.0001069962,0.00003640359,0.00005663984,0.0001313755,0.0000622267],"domain_scores_gemma":[0.9994867,0.0002376957,0.0001426015,0.00002213455,0.00008431663,0.00002646421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005701069,0.0001765833,0.005549586,0.001062476,0.00007490566,0.0004837298,0.0001469045,0.0002975969,0.8741941,0.0008137946,0.0004823397,0.1161478],"study_design_scores_gemma":[0.0000328444,0.002175312,0.01792192,0.0001406073,0.0001432411,0.002484642,0.0002246259,0.0006551913,0.9517758,0.0003914101,0.02403042,0.00002407253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8378829,0.1434911,0.008056371,0.0006022967,0.0001728137,0.0001135419,0.00008284987,0.0001426617,0.009455443],"genre_scores_gemma":[0.9614375,0.03031769,0.005203376,0.0002250974,0.00007706454,0.00003347427,0.00008575078,0.00005055048,0.002569654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001988452,"threshold_uncertainty_score":0.006651998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008440877062116306,"score_gpt":0.2542214024784359,"score_spread":0.2457805254163196,"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."}}