{"id":"W1968333339","doi":"10.1089/jamp.2014.1131","title":"Influence of Inspiratory Flow Pattern and Nebulizer Position on Aerosol Delivery with a Vibrating-Mesh Nebulizer During Invasive Mechanical Ventilation: An <i>in Vitro</i> Analysis","year":2014,"lang":"en","type":"article","venue":"Journal of Aerosol Medicine and Pulmonary Drug Delivery","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc","funders":"","keywords":"Nebulizer; Tidal volume; Anesthesia; Mechanical ventilation; Peak flow meter; Endotracheal tube; Ventilation (architecture); Biomedical engineering; Supine position; Medicine; Chemistry; Respiratory system; Intubation; Anatomy; Internal medicine; Asthma","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007782431,0.0003512984,0.001054308,0.0008154435,0.0001588306,0.00002495691,0.0001288035,0.0001795979,0.00003684314],"category_scores_gemma":[0.00009949888,0.0002579943,0.0001545899,0.0006128923,0.0002755879,0.0006401768,0.00005570285,0.0005940407,0.000001957395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007592916,"about_ca_system_score_gemma":0.000163002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006236525,"about_ca_topic_score_gemma":0.00004014986,"domain_scores_codex":[0.9970269,0.0003081471,0.001141816,0.0004101707,0.0008087388,0.0003041923],"domain_scores_gemma":[0.9976066,0.0002875891,0.000790674,0.0003096234,0.0005956682,0.0004098004],"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":[0.007694027,0.0007618152,0.04187049,0.0006464741,0.0006741336,0.001225792,0.001924197,0.006259871,0.9334414,0.0000055163,0.00008133831,0.005414953],"study_design_scores_gemma":[0.02455847,0.01281791,0.1621563,0.01019286,0.006703649,0.003101322,0.004662231,0.03795702,0.7361051,0.00003753873,0.00007505832,0.001632448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980939,0.000672031,0.000148231,0.000603864,0.00007304396,0.0002910607,0.000009609433,0.00001788512,0.00009034753],"genre_scores_gemma":[0.9960109,0.0005657302,0.0003885694,0.002545912,0.0004036159,0.000006630369,0.00002772906,0.00003209312,0.00001884722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1973362,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008562854570330217,"score_gpt":0.2281219100564235,"score_spread":0.2195590554860933,"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."}}