{"id":"W4383711296","doi":"10.2174/1567201820666230707161206","title":"Novel Vesicular Bilosomal Delivery Systems for Dermal/TransdermalApplications","year":2023,"lang":"en","type":"article","venue":"Current Drug Delivery","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Transdermal; Drug delivery; Bioavailability; Drug; Nanocarriers; Pharmacology; Chemistry; Active ingredient; Systemic circulation; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008168189,0.0006058078,0.0005599709,0.0004651021,0.0008736987,0.00007259323,0.0008556226,0.0003417973,0.0001861948],"category_scores_gemma":[0.0000539805,0.0006543685,0.0004168974,0.0008739076,0.0003572352,0.000479728,0.0001745613,0.0009385137,0.001262914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082253,"about_ca_system_score_gemma":0.0002300144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002935014,"about_ca_topic_score_gemma":0.000008750816,"domain_scores_codex":[0.9959375,0.0002516447,0.0009164299,0.0009859052,0.0004674745,0.001441083],"domain_scores_gemma":[0.997234,0.0009677709,0.000251766,0.0006036783,0.000433079,0.0005096473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001733191,0.004911012,0.008770628,0.004214502,0.002381791,0.0001881587,0.003425858,0.1955314,0.2593569,0.01368547,0.3220245,0.1837766],"study_design_scores_gemma":[0.004616444,0.00006850851,0.001104368,0.0001481358,0.0006696156,0.00003689756,0.0004902467,0.127364,0.01152634,0.0003634193,0.8524682,0.001143867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995793,0.02444244,0.04802586,0.001623855,0.01379937,0.005578157,0.003758546,0.002027569,0.001164877],"genre_scores_gemma":[0.9818533,0.009771595,0.0005529846,0.0008736786,0.001483927,0.002603388,0.001588718,0.0001778955,0.001094507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5304437,"threshold_uncertainty_score":0.9995908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.159549464004328,"score_gpt":0.4321127005345412,"score_spread":0.2725632365302132,"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."}}