{"id":"W1554179823","doi":"10.1080/02786826.2015.1067670","title":"<i>In Vitro</i>Evaluation of a Device for Intra-Pulmonary Aerosol Generation and Delivery","year":2015,"lang":"en","type":"article","venue":"Aerosol Science and Technology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Minnesota; National Heart, Lung, and Blood Institute; National Institutes of Health; National Center for Advancing Translational Sciences; National Eye Institute","keywords":"Aerosol; Medicine; Pulmonary surfactant; Neonatal respiratory distress syndrome; Respiratory distress; Lung; Anesthesia; Aerosolization; Chemistry; Internal medicine; Inhalation; Pregnancy; Gestational age","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":[0.002421383,0.00006723739,0.0001602835,0.0003597476,0.0000811783,0.000009842165,0.0000972082,0.0001116894,0.000001921245],"category_scores_gemma":[0.001443442,0.00005917523,0.000007356977,0.0008697309,0.0007285491,0.0002305513,0.00008672426,0.0001197781,0.000001893053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271747,"about_ca_system_score_gemma":0.001111434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005767499,"about_ca_topic_score_gemma":0.00004915163,"domain_scores_codex":[0.9986513,0.00002721099,0.000196223,0.0003004779,0.0005627083,0.0002620537],"domain_scores_gemma":[0.998572,0.00004483456,0.00005395606,0.0001784284,0.001019431,0.0001313591],"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":[0.00009607938,0.00003467865,0.0005654323,0.00005346062,0.000001457262,0.000004033647,0.00004628222,6.740046e-7,0.8491926,0.0002525809,0.00003997549,0.1497127],"study_design_scores_gemma":[0.001603672,0.0004935852,0.0001664255,0.00002540585,0.00001742417,0.00007267684,0.0002382778,0.01838953,0.9777823,0.0004740825,0.0006652893,0.00007134331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927128,0.002725087,0.00005132757,0.003490512,0.00004821562,0.0008271995,0.000003572496,0.00001734912,0.0001239699],"genre_scores_gemma":[0.9978576,0.0001306364,0.001397174,0.0004371649,0.0000294031,0.0001259124,0.000003161634,0.0000051258,0.00001382316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1496414,"threshold_uncertainty_score":0.268437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146436075119326,"score_gpt":0.3927071439066428,"score_spread":0.2780635363947102,"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."}}