{"id":"W2011499290","doi":"10.1002/jps.10021","title":"A novel approach to the pulmonary delivery of liposomes in dry powder form to eliminate the deleterious effects of milling","year":2002,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Sciences","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Liposome; Lactose; Phospholipid; Aqueous solution; Chromatography; Chemistry; Freeze-drying; Chemical engineering; Materials science; Organic chemistry; Biochemistry; Membrane","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000207708,0.0002872125,0.0003420384,0.000229269,0.000219308,0.0003779028,0.0003730557,0.0004518494,0.0007771553],"category_scores_gemma":[0.0001220491,0.0001856758,0.0004072674,0.00009771866,0.0002588782,0.0004698739,0.0003840967,0.0007762545,0.0003369758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192995,"about_ca_system_score_gemma":0.0002243907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002689748,"about_ca_topic_score_gemma":0.0003605548,"domain_scores_codex":[0.9998993,0.00001264535,0.00001080903,0.00002667246,0.00003428269,0.00001623203],"domain_scores_gemma":[0.9999284,0.0000111181,0.00002369779,0.00001468707,0.00001118597,0.00001094454],"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":[0.00003395119,0.00002488942,0.00002082651,0.00002770342,0.000003196406,0.0000226685,0.00000705509,0.0000326455,0.9972162,0.0001423623,0.00003759158,0.002430741],"study_design_scores_gemma":[0.00002507914,0.0002494921,0.0002778642,0.000002421059,0.00001116586,0.0002267909,0.000004257869,0.0006256581,0.9963762,0.00003810762,0.002156097,0.000006839262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7644795,0.005633113,0.2235103,0.0008910855,0.0003465021,0.0004506112,0.0003042306,0.0008338776,0.003550941],"genre_scores_gemma":[0.9071159,0.002321336,0.08317987,0.0002784293,0.00006533921,0.0001509433,0.000222312,0.00009542007,0.006570348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007771553,"threshold_uncertainty_score":0.002599835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05539459437351193,"score_gpt":0.32266298882536,"score_spread":0.2672683944518481,"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."}}