{"id":"W2040983583","doi":"10.1016/j.ejps.2003.09.008","title":"Delivery of liposomes in dry powder form: aerodynamic dispersion properties","year":2003,"lang":"en","type":"article","venue":"European Journal of Pharmaceutical Sciences","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"Cystic Fibrosis Foundation","keywords":"Phospholipid; Particle size; Liposome; Dispersion (optics); Materials science; Chromatography; Dry-powder inhaler; Aerosol; Chemistry; Chemical engineering; Nanotechnology; Organic chemistry; Inhaler; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001909861,0.00009267192,0.0002102579,0.0002461382,0.00007168996,0.00001772317,0.0001515973,0.00001805975,0.0002138705],"category_scores_gemma":[0.0001800492,0.00005547296,0.0001079046,0.0003454103,0.0004225373,0.0002436733,0.0000278548,0.0002443951,0.00002344945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003711077,"about_ca_system_score_gemma":0.0001523337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001346877,"about_ca_topic_score_gemma":0.000001063253,"domain_scores_codex":[0.998311,0.0004048143,0.0005080343,0.0001160676,0.00046343,0.0001966518],"domain_scores_gemma":[0.9994162,0.00004574409,0.000171655,0.00006155451,0.0001483221,0.0001564817],"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":[0.0009210524,0.001190218,0.1318938,0.0003265377,0.0001054123,0.001047232,0.0022143,0.0009035279,0.7993043,0.001076131,0.0006333491,0.06038419],"study_design_scores_gemma":[0.0192509,0.006386601,0.2413922,0.004121252,0.0005287593,0.00181681,0.009114278,0.01290383,0.6178368,0.0001253372,0.08533381,0.00118937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851861,0.00192674,0.00003130831,0.0004125448,0.0002602637,0.00008416511,4.626355e-7,0.000005479475,0.01209292],"genre_scores_gemma":[0.9984909,0.0003671685,0.0003931586,0.0005023336,0.00006441057,1.433906e-7,1.207363e-7,0.000007403024,0.0001743609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1814675,"threshold_uncertainty_score":0.2341732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05657497723154212,"score_gpt":0.3140210174808081,"score_spread":0.257446040249266,"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."}}