{"id":"W2146073512","doi":"10.1080/10837450802309679","title":"Controlled Release of DSBP from Genipin-Crosslinked Gelatin Thin Films","year":2008,"lang":"en","type":"article","venue":"Pharmaceutical Development and Technology","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Genipin; Gelatin; Thin film; Transdermal; Materials science; Substrate (aquarium); Controlled release; Chromatography; Fabrication; Chemical engineering; Diffusion; Drug carrier; Biomedical engineering; Drug delivery; Nanotechnology; Chemistry; Organic chemistry; Chitosan; 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":[0.0004184832,0.0004154478,0.0008079047,0.0003337081,0.000445463,0.000005834719,0.0004313002,0.0006869464,0.002045279],"category_scores_gemma":[0.0002297353,0.0003878885,0.00009777561,0.0004510876,0.001379527,0.0001361975,0.0002690478,0.001309238,0.0001791299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005633524,"about_ca_system_score_gemma":0.0001949975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009012318,"about_ca_topic_score_gemma":0.000004607123,"domain_scores_codex":[0.9972017,0.0002143958,0.0009905632,0.0005976142,0.0002886989,0.0007070273],"domain_scores_gemma":[0.9983639,0.000664602,0.0002415743,0.0002556655,0.0001723801,0.0003019471],"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":[0.01384222,0.004045594,0.2469282,0.000386662,0.004857227,0.001465931,0.005911537,0.0005502749,0.4209738,0.02028326,0.005165614,0.2755897],"study_design_scores_gemma":[0.03162175,0.0001755987,0.005405,0.00005543883,0.0004407119,0.000134196,0.0003101267,0.01568522,0.7180289,0.003258341,0.2238653,0.001019419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885247,0.004391448,0.00178539,0.001266831,0.0006537127,0.0008534141,0.00005450799,0.000328105,0.002141938],"genre_scores_gemma":[0.9857844,0.001871579,0.01005651,0.001142919,0.00006345291,0.0001543563,0.00005639998,0.00003777763,0.0008326723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2970551,"threshold_uncertainty_score":0.9998573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077082947429041,"score_gpt":0.3994270019265411,"score_spread":0.291718707183637,"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."}}