{"id":"W4225464987","doi":"10.1016/b978-0-12-824385-5.00016-9","title":"Herbal bioactives in transdermal drug delivery system","year":2022,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Transdermal; Drug; Drug delivery; Bioavailability; Medicine; Pharmacology; Liposome; Herbal extracts; Targeted drug delivery; Traditional medicine; Nanotechnology; Materials science","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000846019,0.0009475318,0.001066564,0.0004893701,0.0004265329,0.00002503346,0.000854424,0.0008018249,0.006262437],"category_scores_gemma":[0.000006085583,0.001072769,0.0004851553,0.00005193289,0.0005180604,0.0001734551,0.000250576,0.00399712,0.0003893182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001927,"about_ca_system_score_gemma":0.0003119172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000627247,"about_ca_topic_score_gemma":0.0001101298,"domain_scores_codex":[0.9956852,0.0005332198,0.001144252,0.001056322,0.000577405,0.001003655],"domain_scores_gemma":[0.9982459,0.0003952688,0.0003998662,0.0005446132,0.00008311111,0.000331242],"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":[0.0007869189,0.000133346,0.00006769308,0.0007549585,0.0007666372,0.001866462,0.002043969,0.0004191145,0.0003999652,0.009774369,0.000335096,0.9826515],"study_design_scores_gemma":[0.001952036,0.00008254159,0.00002662995,0.0002686643,0.0004562447,0.00008869828,0.0002335011,0.0001862335,0.0005487545,0.0006404386,0.9945048,0.001011446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002367032,0.006779484,0.000007580504,0.0001204335,0.002997658,0.001578676,0.0007337412,0.0002676792,0.9851477],"genre_scores_gemma":[0.07985557,0.001323297,0.0001396967,0.00143104,0.000534104,0.0003562969,0.0001750323,0.000265125,0.9159198],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9941697,"threshold_uncertainty_score":0.9991723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525375457988948,"score_gpt":0.3483771253844831,"score_spread":0.2958395795855883,"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."}}