{"id":"W1592697315","doi":"10.18433/j3160b","title":"A New Vesicle-loaded Hydrogel System Suitable for Topical Applications: Preparation and Characterization","year":2011,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Niosome; Vesicle; Pulmonary surfactant; Chemistry; Chromatography; Calcein; Bilayer; Matrix (chemical analysis); Nile red; Chemical engineering; Biophysics; Membrane; Biochemistry; Fluorescence","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":[0.0001640873,0.0002625966,0.0002278297,0.0001801078,0.0001097213,0.000246451,0.0002088489,0.0003486177,0.0005659933],"category_scores_gemma":[0.0001482015,0.0001135711,0.0001602687,0.00008664213,0.0001459554,0.0003289616,0.0001586474,0.0002311108,0.0003120816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558883,"about_ca_system_score_gemma":0.0001796331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002800213,"about_ca_topic_score_gemma":0.0003500735,"domain_scores_codex":[0.9999257,0.000009998849,0.000009360268,0.00002338504,0.00002191114,0.000009502666],"domain_scores_gemma":[0.9999015,0.00001418383,0.0000293023,0.00001083471,0.00002207818,0.0000220319],"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":[0.00001354944,0.000004789989,0.00004972075,0.00004628018,0.00000291932,0.00002072458,0.000007057534,0.00002805204,0.9987726,0.00002921478,0.000007143601,0.001017869],"study_design_scores_gemma":[0.000007816995,0.0001046789,0.0006778562,0.000006659089,0.00001394104,0.000242663,0.000008421258,0.0004282845,0.9958661,0.00001235819,0.002626369,0.000004930948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540281,0.007169616,0.03598588,0.0001691364,0.0000662953,0.0002531118,0.0005635087,0.0001706469,0.001593689],"genre_scores_gemma":[0.9706227,0.002087768,0.02429823,0.0000646378,0.00001866736,0.0001484177,0.0004741893,0.00004757954,0.002237773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005659933,"threshold_uncertainty_score":0.001893461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1845548286863565,"score_gpt":0.4639856540678685,"score_spread":0.279430825381512,"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."}}