{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002223446,0.0001478732,0.0002386582,0.00007401221,0.00009055098,0.00003538093,0.0001588899,0.0000400397,0.00006826617],"category_scores_gemma":[0.00004518063,0.00013593,0.00009429366,0.0002299567,0.00007441368,0.00009499541,0.00004065663,0.0001879392,0.0002423954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007804716,"about_ca_system_score_gemma":0.0001697568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001668423,"about_ca_topic_score_gemma":5.831608e-7,"domain_scores_codex":[0.9985495,0.00004174298,0.0002551837,0.0003027442,0.0003673721,0.0004834962],"domain_scores_gemma":[0.9987461,0.0003601434,0.00006885125,0.0003834382,0.0001362439,0.0003052538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001264879,0.0007963291,0.04036684,0.003164869,0.0001475269,0.00002196826,0.00006988022,0.002266824,0.9243289,0.0009153074,0.002460545,0.02419608],"study_design_scores_gemma":[0.002578069,0.0001264843,0.001135479,0.0001250514,0.0001430071,0.00002400609,0.0001542653,0.4439401,0.2116579,0.00009204893,0.3398145,0.0002091458],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406284,0.01678582,0.02125811,0.004503966,0.00100128,0.01108308,0.0003586755,0.0004825071,0.00389813],"genre_scores_gemma":[0.9953446,0.0001605494,0.001967854,0.0003861517,0.0002090279,0.0007984054,0.0001019933,0.00004134678,0.0009900281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.712671,"threshold_uncertainty_score":0.5543065,"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."}}