{"id":"W3157849937","doi":"10.22215/etd/2014-10110","title":"Non Uniform Deposition of pMDI Aerosol in a Large Volume Spacer","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deposition (geology); Inhalation; Volumetric flow rate; Aerosol; Asthma; Medicine; Volume (thermodynamics); Turbulence; Materials science; Biomedical engineering; Anesthesia; Meteorology; Mechanics; Internal medicine; Geology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001879357,0.0001721866,0.00014202,0.0001407985,0.0002127192,0.0003293818,0.0001636503,0.000193687,0.002115937],"category_scores_gemma":[0.0002431123,0.00008822759,0.0001554081,0.000114914,0.0001434638,0.0002260174,0.0001960078,0.0002245885,0.0005537384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479874,"about_ca_system_score_gemma":0.0002235651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000169665,"about_ca_topic_score_gemma":0.0003118077,"domain_scores_codex":[0.9998684,0.00001129161,0.00000546094,0.00003403944,0.00006693307,0.00001380665],"domain_scores_gemma":[0.9999157,0.00002620773,0.00002298646,0.000008770474,0.00001654986,0.00000966807],"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":[0.00008802573,0.00007289076,0.0006207501,0.0001792289,0.000004722071,0.0001576353,0.00005867212,0.0009097384,0.9830645,0.000521777,0.0004605285,0.01386162],"study_design_scores_gemma":[0.00003051268,0.001167001,0.007495439,0.00003703527,0.0000195052,0.0003993815,0.00007224082,0.007819247,0.9751394,0.000220617,0.007588637,0.00001103825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9632239,0.007932969,0.01340786,0.0002485224,0.0002873366,0.0001404256,0.0002239466,0.0001275855,0.01440749],"genre_scores_gemma":[0.9740448,0.002466573,0.01234452,0.0001027742,0.00006355582,0.00004668839,0.0001336455,0.00002444313,0.01077301],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002115937,"threshold_uncertainty_score":0.007078528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007427917766047018,"score_gpt":0.2633248894931253,"score_spread":0.2558969717270783,"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."}}