{"id":"W4282979273","doi":"10.18433/jpps32705","title":"Recent Advances in Oral Mucoadhesive Drug Delivery","year":2022,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug delivery; Bioavailability; Drug; Oral cavity; Pharmacology; Medicine; First pass effect; Oral route; Chemistry; Dentistry","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":[0.001223745,0.0006695412,0.000736117,0.001425125,0.0003056279,0.0009110637,0.0005766997,0.0008836999,0.003114921],"category_scores_gemma":[0.0008445913,0.0003287882,0.0005196344,0.001497149,0.0005525308,0.001530854,0.0006436519,0.001518069,0.001431556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005591417,"about_ca_system_score_gemma":0.0008508522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009310779,"about_ca_topic_score_gemma":0.0008486111,"domain_scores_codex":[0.9996561,0.00005700878,0.00003845309,0.00007431448,0.0001346686,0.00003942922],"domain_scores_gemma":[0.9994016,0.0002366419,0.00008652043,0.00002669357,0.0001877799,0.00006079217],"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":[0.0001979199,0.0002460394,0.0004420145,0.01086224,0.00008273742,0.0003187913,0.0001774181,0.0008765289,0.03168708,0.008717193,0.01060488,0.9357872],"study_design_scores_gemma":[0.00003753208,0.0009924747,0.001970764,0.001235441,0.000239558,0.00205164,0.0001369186,0.001244808,0.0284409,0.003759847,0.9598095,0.00008069734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002409881,0.9896414,0.003391974,0.0007841479,0.0002727665,0.0000179075,0.00002991944,0.00003644848,0.003415513],"genre_scores_gemma":[0.0115274,0.9817376,0.003575608,0.0005342253,0.0005501544,0.00002518503,0.00006666929,0.00000943516,0.001973815],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003114921,"threshold_uncertainty_score":0.01042038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475226917941472,"score_gpt":0.483170347985367,"score_spread":0.3356476561912198,"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."}}