{"id":"W4236740552","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a4673","title":"Metered Dose Inhaler (MDI) with Valved Holding Chamber (VHC) vs Dry Powder Inhalers (DPIs): Using Functional Respiratory Imaging (FRI) to Assess Modelled Lung Deposition in an Asthmatic Patient","year":2021,"lang":"en","type":"article","venue":"","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trudell Medical International (Canada)","funders":"","keywords":"Dry-powder inhaler; Inhaler; Medicine; Respiratory system; Metered-dose inhaler; Nuclear medicine; Asthma; Internal medicine","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":[0.0004046055,0.0002650412,0.0002759821,0.0002356972,0.00008302466,0.0004762266,0.0003443916,0.0005477614,0.0009899141],"category_scores_gemma":[0.0006531961,0.0001327952,0.0005025546,0.0001407303,0.000224101,0.0002521696,0.000226861,0.0002129984,0.0001659041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979332,"about_ca_system_score_gemma":0.0001952388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001600745,"about_ca_topic_score_gemma":0.0009154733,"domain_scores_codex":[0.9998291,0.00003537452,0.00001160814,0.00003793956,0.00007305492,0.00001293659],"domain_scores_gemma":[0.9997699,0.000128825,0.00005149029,0.00001679537,0.00001987448,0.00001312859],"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":[0.002345584,0.0002370783,0.06531249,0.00100811,0.0001595416,0.00104918,0.0003915293,0.09217253,0.7584218,0.0005311865,0.0004715055,0.07789936],"study_design_scores_gemma":[0.0001478119,0.008154388,0.1770474,0.0001053044,0.0003228691,0.005491478,0.0004178376,0.3095248,0.4930005,0.0004233386,0.005228858,0.0001355218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978691,0.001612322,0.0174238,0.00009736385,0.00001423598,0.0001031635,0.0005091394,0.0002304522,0.001318465],"genre_scores_gemma":[0.9895844,0.0004506637,0.009369767,0.00002838593,0.000005029018,0.00003102784,0.0001787747,0.00002396514,0.0003280084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001600745,"threshold_uncertainty_score":0.003311574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06206329792192251,"score_gpt":0.3036897432402303,"score_spread":0.2416264453183078,"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."}}