{"id":"W2076451945","doi":"10.1002/ppul.10418","title":"Redesigned face mask improves “real life” aerosol delivery for nebuchamber","year":2004,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Aerosol; Medicine; Crossover study; Meteorology; Pathology","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":[0.0004232383,0.0002653305,0.0005202466,0.0003608622,0.0001709996,0.00001785391,0.0002405489,0.000424515,0.00007509592],"category_scores_gemma":[0.0009771389,0.0002464102,0.0001584027,0.0004280088,0.0001242647,0.0001256861,0.0001274123,0.0004666952,0.0003366392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003239228,"about_ca_system_score_gemma":0.001926975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003568501,"about_ca_topic_score_gemma":0.0000348355,"domain_scores_codex":[0.9973438,0.0000751654,0.000532168,0.0006285678,0.0003511389,0.001069205],"domain_scores_gemma":[0.9980239,0.0004037296,0.0001520826,0.0005164759,0.000230971,0.0006728983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04295709,0.00562938,0.07435675,0.014219,0.0009876523,0.004222163,0.00333239,0.0003756761,0.3345628,0.009026537,0.02462825,0.4857023],"study_design_scores_gemma":[0.1835352,0.0744098,0.295863,0.0003371832,0.004559488,0.003242088,0.003799963,0.004651519,0.11626,0.02449641,0.279221,0.009624335],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817432,0.005797314,0.003426014,0.005042443,0.0004909186,0.002233858,0.0000407005,0.0002272944,0.0009982375],"genre_scores_gemma":[0.9878051,0.003805292,0.00288847,0.002010121,0.001694488,0.0004616589,0.00003914904,0.0000781201,0.001217633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.476078,"threshold_uncertainty_score":0.9999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03902897281459032,"score_gpt":0.3365052986708987,"score_spread":0.2974763258563084,"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."}}