{"id":"W2168984389","doi":"10.1542/peds.2010-1377","title":"Aerosol Inhalation From Spacers and Valved Holding Chambers Requires Few Tidal Breaths for Children","year":2010,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"GlaxoSmithKline","keywords":"Medicine; Inhalation; Anesthesia; Medical emergency","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":[0.001250614,0.000425306,0.0005868745,0.0003012309,0.0002457684,0.0005077558,0.0002398627,0.0005388067,0.0009466855],"category_scores_gemma":[0.002952263,0.0002281679,0.0005684616,0.0002033746,0.0004222749,0.0004970853,0.0002633756,0.0003627901,0.0002391584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000447732,"about_ca_system_score_gemma":0.0006254921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001591433,"about_ca_topic_score_gemma":0.002298906,"domain_scores_codex":[0.9992024,0.0002156476,0.00009886778,0.0001322827,0.0002653822,0.00008540698],"domain_scores_gemma":[0.9979544,0.0007701762,0.0008965186,0.00007197474,0.0001537124,0.0001532766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004814945,0.0002800832,0.8390942,0.0008734825,0.0001597632,0.0008281734,0.0004238487,0.0006766565,0.1052383,0.00008345133,0.0002736146,0.04725358],"study_design_scores_gemma":[0.0001109825,0.01174132,0.9547842,0.00006760806,0.0001451734,0.002977458,0.0002339546,0.0004183483,0.02807968,0.00002558528,0.001396758,0.00001899422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965576,0.002121007,0.0007568654,0.00003691136,0.000008609902,0.00002850859,0.0001536817,0.00001755506,0.000319329],"genre_scores_gemma":[0.9965615,0.0009675316,0.001952376,0.00004061986,0.00001308605,0.0000298654,0.0002346078,0.000009832404,0.0001906759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001591433,"threshold_uncertainty_score":0.00661391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055157436459038,"score_gpt":0.26060596523931,"score_spread":0.2500543908747196,"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."}}