{"id":"W4285095018","doi":"10.3390/polym14142822","title":"Chitosan and Sodium Alginate Implementation as Pharmaceutical Excipients in Multiple-Unit Particulate Systems","year":2022,"lang":"en","type":"article","venue":"Polymers","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculté de pharmacie, Université de Montréal; Ministerstvo školstva, vedy, výskumu a športu Slovenskej republiky","keywords":"Pellets; Pellet; Dissolution; Chitosan; Extrusion; Sphericity; Materials science; Dosage form; Chemical engineering; Gelatin; Scanning electron microscope; Dissolution testing; Chromatography; Polymer; Chemistry; Composite material; Ethyl cellulose; Organic chemistry","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":[0.0004829496,0.0003701051,0.0003963295,0.0004675609,0.000191281,0.0007005626,0.0004119494,0.0004805942,0.0005878329],"category_scores_gemma":[0.0005770922,0.0002116602,0.0004186681,0.0003611415,0.0002576731,0.0006357863,0.0004320934,0.0004192707,0.0002748221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004620318,"about_ca_system_score_gemma":0.0003562822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058636,"about_ca_topic_score_gemma":0.001765129,"domain_scores_codex":[0.9993879,0.0001010268,0.00006499642,0.0001204917,0.0002569818,0.00006856721],"domain_scores_gemma":[0.9996576,0.00005983955,0.0001237884,0.00003933268,0.00008104178,0.00003835082],"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":[0.0001279222,0.00006270852,0.0003323788,0.0002699483,0.00002644609,0.0001434731,0.00002759568,0.0003749827,0.9824193,0.0002765157,0.00005247809,0.01588631],"study_design_scores_gemma":[0.0000256992,0.001128469,0.001499195,0.00002009645,0.00006903721,0.0003693271,0.00002029762,0.002294951,0.9896711,0.0000513991,0.004836077,0.00001442261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548403,0.01055358,0.03155192,0.0001920479,0.0001139891,0.0002363748,0.00010556,0.0002330973,0.002173202],"genre_scores_gemma":[0.9658076,0.003433353,0.02840914,0.00005786889,0.00002724855,0.00007660207,0.0001031949,0.00004190776,0.002043037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001058636,"threshold_uncertainty_score":0.003352225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270538737024105,"score_gpt":0.4437233097556116,"score_spread":0.3166694360532011,"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."}}