{"id":"W4311616550","doi":"10.3390/pharmaceutics14122817","title":"Deferasirox Nanosuspension Loaded Dissolving Microneedles for Intradermal Delivery","year":2022,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Transdermal; Dissolution; Distributed File System; Deferasirox; Materials science; Biomedical engineering; Nuclear chemistry; Chemistry; Medicine; Pharmacology; Organic chemistry; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008466385,0.0004720767,0.0004247687,0.000224655,0.001789154,0.00003723482,0.0007492072,0.000197963,0.003245124],"category_scores_gemma":[0.0000658825,0.0005528042,0.0002665856,0.0003498506,0.0002664697,0.000257094,0.0004845008,0.001644635,0.000084112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004037265,"about_ca_system_score_gemma":0.0001430278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001065941,"about_ca_topic_score_gemma":0.000004237838,"domain_scores_codex":[0.9964629,0.0005987727,0.0006822631,0.0006805056,0.0004379232,0.001137682],"domain_scores_gemma":[0.998063,0.000870602,0.0002434131,0.0003188569,0.0001404205,0.0003636662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002763831,0.001309363,0.003515069,0.0002453247,0.0005745749,0.0001659198,0.002000961,0.02607033,0.8812869,0.001201988,0.01717632,0.06368949],"study_design_scores_gemma":[0.004933253,0.0001862762,0.0001084952,0.00001001926,0.0004642814,0.0001267398,0.0008792643,0.02668363,0.3499605,0.0003619125,0.6156238,0.0006618662],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706207,0.006329105,0.00774852,0.002284122,0.00716546,0.002499276,0.001147659,0.0004839792,0.001721215],"genre_scores_gemma":[0.9864631,0.000713538,0.001881171,0.008522208,0.0004561614,0.0005082496,0.0002841931,0.0001149634,0.001056425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5984474,"threshold_uncertainty_score":0.9996923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1661759005475497,"score_gpt":0.4417199033097793,"score_spread":0.2755440027622296,"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."}}