{"id":"W4302385307","doi":"","title":"Evaluation of &beta;-cyclodextrin-modified gemini surfactant-based delivery systems in melanoma models","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyclodextrin; Pulmonary surfactant; BETA (programming language); Chemistry; Computer science; Chromatography; Programming language; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[],"category_scores_codex":[0.007844923,0.0004612353,0.001078707,0.001024157,0.0001717202,0.0001226356,0.002339108,0.0003973497,0.006757563],"category_scores_gemma":[0.0002974351,0.0003830066,0.0002241102,0.0007498604,0.0003332738,0.002280027,0.0003805269,0.0006561731,0.0000235495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004883365,"about_ca_system_score_gemma":0.0005984448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005252604,"about_ca_topic_score_gemma":0.00007147107,"domain_scores_codex":[0.9927551,0.002670615,0.001780362,0.00062129,0.00152067,0.0006519291],"domain_scores_gemma":[0.9948297,0.001784553,0.001337463,0.0005569782,0.001192686,0.0002986285],"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":[0.002245212,0.001217936,0.154636,0.000274647,0.0007974582,0.00007079665,0.0002234433,0.3357949,0.4148767,0.0003603537,0.002721207,0.08678135],"study_design_scores_gemma":[0.02237623,0.0001129674,0.1819053,0.002553693,0.002416048,0.00003156614,0.0002595556,0.2753141,0.4928668,0.0140481,0.005987978,0.002127645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605362,0.02586797,0.004660586,0.000131314,0.001612893,0.001546772,0.0003352649,0.00003806738,0.005270866],"genre_scores_gemma":[0.989464,0.009732907,0.0001161368,0.000208499,0.0001005085,0.0001526821,0.0000177546,0.0000625403,0.0001449407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08465371,"threshold_uncertainty_score":0.9998622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5622531291592487,"score_gpt":0.6195589278548973,"score_spread":0.05730579869564856,"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."}}