{"id":"W3130883054","doi":"10.1016/j.curtheres.2021.100623","title":"Droplet Size and Distribution of Nebulized 3% Sodium Chloride, Albuterol, and Epoprostenol by Phase Doppler Particle Analyzer","year":2021,"lang":"en","type":"article","venue":"Current Therapeutic Research","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals; Manitoba Beekeepers' Association; Sucampo Pharmaceuticals","keywords":"Nebulizer; Aerosolization; Aerosol; Geometric standard deviation; Particle size; Chemistry; Salbutamol; Anesthesia; Volumetric flow rate; Particle-size distribution; Sodium; Biomedical engineering; Chromatography; Inhalation; Medicine; Mechanics; Internal medicine","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":[0.0004731297,0.0001742093,0.0001492828,0.0005594957,0.00014943,0.0002054068,0.0002458516,0.0002345152,0.0008256948],"category_scores_gemma":[0.0007338054,0.00009400541,0.0001594773,0.0002511549,0.0001468132,0.0002178225,0.0001267558,0.0002615903,0.0001473143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004233051,"about_ca_system_score_gemma":0.0002120624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009857767,"about_ca_topic_score_gemma":0.0007788768,"domain_scores_codex":[0.9996488,0.00004228784,0.00002603455,0.00006616694,0.0001959684,0.00002088365],"domain_scores_gemma":[0.9995111,0.0002189221,0.00007477307,0.00002094821,0.0001490765,0.00002518013],"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":[0.0001327207,0.00004763546,0.007795073,0.0000223798,0.000008129191,0.00002793017,0.00005168813,0.0003036831,0.985648,0.000081073,0.00009295253,0.005788639],"study_design_scores_gemma":[0.00003638238,0.0007911821,0.04880783,0.000006112665,0.00002482611,0.000236867,0.00004270489,0.01337187,0.9356991,0.00010977,0.0008580026,0.00001529621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973269,0.0004671343,0.02447478,0.00004190187,0.00001628964,0.0001105139,0.0005489753,0.0001180208,0.0009533329],"genre_scores_gemma":[0.9691769,0.0003100313,0.02859361,0.00008070805,0.00001306218,0.0001552481,0.0007361676,0.00002861713,0.0009056635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009857767,"threshold_uncertainty_score":0.003071368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08936120001593828,"score_gpt":0.420168398636775,"score_spread":0.3308071986208367,"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."}}