{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001796288,0.0001360966,0.0001861533,0.0001101215,0.0001706804,0.00004882348,0.0000409329,0.0001880477,0.00006182135],"category_scores_gemma":[0.0002149018,0.000122297,0.00008283884,0.0001428057,0.00006465412,0.0001253021,0.00002836529,0.0002275297,0.00001794686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002552584,"about_ca_system_score_gemma":0.00009569143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008068618,"about_ca_topic_score_gemma":0.00002357122,"domain_scores_codex":[0.9991365,0.0000158147,0.0002064955,0.0002527082,0.0001959449,0.0001925402],"domain_scores_gemma":[0.9993221,0.0001316364,0.0001121004,0.0001772376,0.0001038875,0.0001530564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003471322,0.000152063,0.9382501,0.0001587383,0.0001111773,0.00001663533,0.002270298,0.00005371134,0.03452125,0.000218639,0.01038144,0.01351878],"study_design_scores_gemma":[0.01178808,0.0004634869,0.959334,0.00006590844,0.001291383,0.0001046325,0.0004398792,0.00690722,0.01343506,0.0001846303,0.004922095,0.001063704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973627,0.0002473164,0.0003577013,0.0004709484,0.000521702,0.0004886072,0.00005096781,0.00008063895,0.0004194355],"genre_scores_gemma":[0.9945835,0.0001171062,0.002810944,0.0003862762,0.001646727,0.00001402075,0.000148715,0.00002906573,0.000263577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02108619,"threshold_uncertainty_score":0.4987129,"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."}}