{"id":"W2044060910","doi":"10.3109/03639045.2011.653364","title":"Sustained-release alginate-chitosan pellets prepared by melt pelletization technique","year":2012,"lang":"en","type":"article","venue":"Drug Development and Industrial Pharmacy","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"Ministry of Higher Education, Malaysia","keywords":"Chitosan; Pellets; Pellet; Dissolution; Chemistry; Chemical engineering; Controlled release; Calcium; Excipient; Chromatography; Pelletizing; Calcium alginate; Nuclear chemistry; Materials science; Organic chemistry; Composite material","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":[0.00158614,0.0004627616,0.0004296871,0.0001969756,0.0006406066,0.00007464494,0.0002953634,0.0003871923,0.001206294],"category_scores_gemma":[0.0001315896,0.0004608905,0.00008292288,0.0003597032,0.0001773391,0.0005749544,0.0002638388,0.00098219,0.0002057926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125139,"about_ca_system_score_gemma":0.0002956161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007724546,"about_ca_topic_score_gemma":0.000002224677,"domain_scores_codex":[0.9967502,0.0007576654,0.0007483838,0.0004689027,0.0003383244,0.0009365054],"domain_scores_gemma":[0.9984523,0.0002584376,0.0002764227,0.0001853128,0.00009017406,0.0007373416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001700489,0.001491468,0.04239609,0.0002095706,0.0005675307,0.000036957,0.01223242,0.00003897321,0.05767626,0.000730518,0.7567942,0.1261255],"study_design_scores_gemma":[0.003167243,0.00001805762,0.00005826999,0.00002382772,0.00008310075,0.00001986768,0.0006066838,0.0002310863,0.3084465,0.00001858175,0.686872,0.0004548251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586117,0.002908409,0.0005866476,0.002154081,0.004126796,0.002809136,0.0001080683,0.0004548547,0.02824037],"genre_scores_gemma":[0.9919531,0.0002643064,0.0001646402,0.00104164,0.001033343,0.0002353054,0.0003622558,0.00004763051,0.00489772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2507702,"threshold_uncertainty_score":0.9997843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0998025126244007,"score_gpt":0.3759680904589028,"score_spread":0.2761655778345021,"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."}}