{"id":"W3047320712","doi":"10.1016/j.ijpharm.2020.119721","title":"Development of cysteamine loaded liposomes in liquid and dried forms for improvement of cysteamine stability","year":2020,"lang":"en","type":"article","venue":"International Journal of Pharmaceutics","topic":"Biomedical Research and Pathophysiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Université Libanaise; Agence Universitaire de la Francophonie","keywords":"Cysteamine; Liposome; Chemistry; Chromatography; Freeze-drying; Solubility; Dosage form; Organic chemistry; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002318418,0.0002149015,0.0002017857,0.0001717999,0.0001336021,0.0002644367,0.0002485778,0.0003150666,0.0006404928],"category_scores_gemma":[0.0002899161,0.0001490868,0.0002199794,0.0001275842,0.0001563722,0.0003356953,0.0002485906,0.0003976587,0.0002010342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904106,"about_ca_system_score_gemma":0.0001662076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005032178,"about_ca_topic_score_gemma":0.0005882731,"domain_scores_codex":[0.9999021,0.00001233718,0.00001347776,0.00002543737,0.00003244191,0.00001421845],"domain_scores_gemma":[0.9998983,0.00001742541,0.0000301144,0.000009773836,0.00003044917,0.00001388264],"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":[0.000043346,0.00001209861,0.00003914566,0.00002649448,0.000002536981,0.00001675473,0.00001141823,0.00002990117,0.9986487,0.00004101894,0.0000101926,0.001118478],"study_design_scores_gemma":[0.000005976225,0.000108689,0.0002613742,0.000002617571,0.000007648288,0.00004183279,0.000006082309,0.000378785,0.9986715,0.000008507483,0.0005040272,0.000003076614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779924,0.001722639,0.01873139,0.0001238743,0.0000404059,0.0001296472,0.000199796,0.000127853,0.0009319416],"genre_scores_gemma":[0.9803911,0.0009294862,0.01591117,0.00004562991,0.000008690517,0.0000794672,0.0002285679,0.00003761817,0.002368291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006404928,"threshold_uncertainty_score":0.002142608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09295381170480659,"score_gpt":0.4006219567462044,"score_spread":0.3076681450413978,"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."}}