{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005218266,0.0002117967,0.0002560581,0.00009617196,0.0001503963,0.00001976942,0.00008904458,0.0001073554,0.0001500406],"category_scores_gemma":[0.000006956206,0.0001606805,0.00009087667,0.0001906784,0.000180221,0.0001235142,0.00002874996,0.0002178139,0.00005725445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111758,"about_ca_system_score_gemma":0.0003178178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004358916,"about_ca_topic_score_gemma":0.00008277827,"domain_scores_codex":[0.9988051,0.00003190267,0.0001956818,0.0003453875,0.0002839337,0.0003380091],"domain_scores_gemma":[0.9990871,0.00001226241,0.00005989617,0.0003456745,0.0003004051,0.0001946619],"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":[0.006312103,0.001037585,0.1775789,0.001466306,0.0007943801,0.000856693,0.01877617,0.002125096,0.6192168,0.0004699299,0.007087122,0.1642789],"study_design_scores_gemma":[0.06868142,0.01659381,0.02260393,0.003959058,0.004054251,0.0005275708,0.02729502,0.08869463,0.6450207,0.0003013523,0.1160314,0.00623682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907464,0.001136968,0.00131185,0.00008857605,0.00005450831,0.0003224723,0.00002081814,0.0001286082,0.006189825],"genre_scores_gemma":[0.9938425,0.000002704937,0.002954626,0.002619438,0.0003128496,0.00001582158,0.0000148054,0.00005016055,0.0001870625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1580421,"threshold_uncertainty_score":0.6552361,"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."}}