{"id":"W2964550110","doi":"10.3390/pharmaceutics11080379","title":"Alginate/Chitosan Particle-Based Drug Delivery Systems for Pulmonary Applications","year":2019,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Medical Research Council; Queen's University; Queen's University Belfast; University of South Alabama","keywords":"Tobramycin; Cystic fibrosis; Pseudomonas aeruginosa; Chitosan; Mucus; In vivo; Antibiotics; Microbiology; Elastase; Mucociliary clearance; Pharmacology; Drug delivery; Chemistry; Drug; Medicine; Lung; Biology; Bacteria; Biochemistry; Internal medicine; Enzyme","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":[0.0001986919,0.000346408,0.0002099227,0.0003266755,0.0001858315,0.000356722,0.0002103124,0.0006223583,0.001023523],"category_scores_gemma":[0.0002057771,0.0001613503,0.0003167843,0.000206757,0.0001584024,0.0003029913,0.0001762478,0.0005280006,0.0003733679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472402,"about_ca_system_score_gemma":0.0002757115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286698,"about_ca_topic_score_gemma":0.001988082,"domain_scores_codex":[0.9998672,0.00001823583,0.00001281065,0.00002640744,0.00005515464,0.0000201951],"domain_scores_gemma":[0.9998903,0.00002336914,0.00003669942,0.000006185466,0.0000259013,0.00001750154],"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":[0.00003024899,0.00002114864,0.00003521932,0.0001693057,0.000006363582,0.00005497873,0.00001191743,0.000182292,0.9932035,0.0001202333,0.0001157909,0.006048984],"study_design_scores_gemma":[0.00002604986,0.0005795196,0.0008323935,0.0000296989,0.00003828041,0.0002856869,0.00001380903,0.002156151,0.9842467,0.00005840947,0.01171062,0.0000226707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8077658,0.05629734,0.1209813,0.001386437,0.0006383755,0.001005656,0.0009106285,0.000957876,0.01005676],"genre_scores_gemma":[0.9197257,0.01497101,0.05679246,0.0004234964,0.00007689139,0.0002156974,0.0003649145,0.00005637298,0.007373566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001286698,"threshold_uncertainty_score":0.003424048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04141009125057986,"score_gpt":0.3728688898629715,"score_spread":0.3314587986123916,"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."}}