{"id":"W2972068138","doi":"10.4187/respcare.20183025573","title":"Aerosol Delivery With Two Tracheostomy Masks Using a Weighted Filter Model","year":2018,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nebulizer; Medicine; Aerosol; Aerosolization; Anesthesia; Tidal volume; Tracheal tube; Saline; Hypertonic saline; Respiratory system; Surgery; Inhalation; Intubation; Internal medicine","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":[0.0006572896,0.0004244672,0.0003353594,0.0002468873,0.0002808823,0.0004171724,0.0007168542,0.000532816,0.001774179],"category_scores_gemma":[0.0004569185,0.0001596747,0.0004787589,0.0001114112,0.0002315486,0.000425217,0.0004023658,0.0003611154,0.0003627659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004896599,"about_ca_system_score_gemma":0.001080392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00252493,"about_ca_topic_score_gemma":0.00231644,"domain_scores_codex":[0.9995297,0.00005632491,0.0000428945,0.00012523,0.000184336,0.00006146382],"domain_scores_gemma":[0.9997084,0.00008808614,0.00005856744,0.00003680198,0.00004550865,0.00006272215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003511297,0.002189615,0.003956485,0.0003178782,0.00008917476,0.0002710181,0.000296625,0.001483652,0.938681,0.0003286301,0.0006707427,0.04820395],"study_design_scores_gemma":[0.001136539,0.07051817,0.02705088,0.00007299071,0.0004680349,0.001621151,0.0002169543,0.02348328,0.8549243,0.0002026215,0.02022148,0.00008367022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97933,0.0007199413,0.01720329,0.0001587031,0.0001048058,0.0006001234,0.0001778647,0.0001562067,0.001549003],"genre_scores_gemma":[0.9740806,0.0005191914,0.02203109,0.0001399672,0.00003967659,0.0004875231,0.0002499048,0.00002818744,0.002423715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00252493,"threshold_uncertainty_score":0.005935252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702330083373825,"score_gpt":0.2954410806490938,"score_spread":0.2584177798153556,"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."}}