{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005800801,0.0003565248,0.0008216689,0.000128521,0.00009375295,0.0004191536,0.0004704191,0.0007661058,0.001225641],"category_scores_gemma":[0.001629013,0.0002002778,0.0003614424,0.00004953872,0.0002494572,0.0005259509,0.0002446969,0.0005140314,0.0001758401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140138,"about_ca_system_score_gemma":0.0002234142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000327728,"about_ca_topic_score_gemma":0.0002823863,"domain_scores_codex":[0.9994975,0.0001490177,0.00004268012,0.0001012016,0.0001541977,0.0000554483],"domain_scores_gemma":[0.9994583,0.0001740466,0.0002348168,0.00004173722,0.00003069873,0.00006044032],"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":[0.03935319,0.004989778,0.00738998,0.0009202611,0.0003310546,0.0002656577,0.0002269475,0.001354877,0.8126418,0.0003050721,0.0007745054,0.1314469],"study_design_scores_gemma":[0.008710865,0.3185314,0.2217783,0.000134095,0.001165241,0.00499494,0.0002233036,0.01523514,0.4132726,0.0002718337,0.01550812,0.0001741449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969897,0.001362114,0.001070676,0.00006142462,0.00005725699,0.00005596078,0.00003678964,0.00005728528,0.0003087633],"genre_scores_gemma":[0.9938874,0.0004863471,0.004647544,0.0001371976,0.00008291553,0.00006213054,0.00009062193,0.00001669894,0.000589223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001225641,"threshold_uncertainty_score":0.004100204,"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."}}