{"id":"W1499663310","doi":"10.51847/wrctina","title":"10.51847/wRCtINa","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioadhesive; Buccal administration; Drug delivery; First pass effect; Dosage form; Drug; Pharmacology; Bioavailability; Medicine; Nanotechnology; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005556544,0.0007823454,0.002021569,0.000336366,0.0002131518,0.00003027038,0.0008418189,0.001077276,0.9878033],"category_scores_gemma":[0.00008286191,0.0007266878,0.0005480128,0.0005725534,0.0001052574,0.0001013955,0.0001861481,0.001418169,0.9950021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587655,"about_ca_system_score_gemma":0.0002284196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004818237,"about_ca_topic_score_gemma":8.882029e-8,"domain_scores_codex":[0.996279,0.001009353,0.000918761,0.0007689415,0.00023421,0.0007897127],"domain_scores_gemma":[0.9976944,0.0006955889,0.0003470095,0.0006505331,0.00007933174,0.0005331141],"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":[0.00005516311,0.00009027081,6.023855e-9,0.001848078,0.0002678687,0.00007501835,0.00001018592,0.00006117452,2.845145e-7,0.000001278974,0.08544361,0.912147],"study_design_scores_gemma":[0.0002629863,0.0001116759,1.38829e-8,0.001322967,0.001047875,0.0001661124,5.870434e-7,0.00002415507,6.356991e-7,8.47452e-7,0.9963275,0.00073465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[4.281702e-8,0.5275623,4.341905e-7,0.00001580098,0.00005614114,0.0009488745,0.0001947885,0.0001878182,0.4710338],"genre_scores_gemma":[8.997281e-9,0.4197179,0.00002635564,0.00008400637,0.0005779662,0.0002187101,0.0001488026,0.00009570485,0.5791305],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9114124,"threshold_uncertainty_score":0.9995184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1198556293688582,"score_gpt":0.4157155420130337,"score_spread":0.2958599126441755,"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."}}