{"id":"W3176667984","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a4477","title":"Oscillating Positive Expiratory Pressure (OPEP) Devices and Airway Clearance Therapy in the Covid-19 Patient Care Pathway: A Review of Where There May Be Clinical Value","year":2021,"lang":"en","type":"review","venue":"","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trudell Medical International (Canada)","funders":"","keywords":"Medicine; Intensive care medicine; Respiratory system; Coronavirus disease 2019 (COVID-19); Continuous positive airway pressure; Airway; Internal medicine; Anesthesia","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":[0.004969405,0.0006916533,0.001894045,0.00591421,0.0005724598,0.002496299,0.001466355,0.002104957,0.002870158],"category_scores_gemma":[0.020578,0.0005238476,0.002297508,0.00550925,0.0008349204,0.002645465,0.001277437,0.001937006,0.0004223846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002574306,"about_ca_system_score_gemma":0.008087294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005299204,"about_ca_topic_score_gemma":0.01256044,"domain_scores_codex":[0.9964241,0.001174593,0.001256533,0.0002999313,0.0007129398,0.00013184],"domain_scores_gemma":[0.975348,0.01832549,0.003166953,0.0001946549,0.002622086,0.0003428243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003317354,0.00009231764,0.001945514,0.318332,0.0007155589,0.0003207409,0.0005744082,0.0004036224,0.0003442551,0.003327987,0.01851963,0.6550924],"study_design_scores_gemma":[0.00007193637,0.0003443172,0.00601791,0.7298077,0.003036467,0.001842114,0.0008607927,0.0002790867,0.0002496229,0.001859092,0.2555725,0.00005848263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001709196,0.9986717,0.00005095522,0.000667878,0.0001305172,0.00001422609,0.00002078287,0.000001656549,0.0002714823],"genre_scores_gemma":[0.002362792,0.9965145,0.0002886195,0.0005395605,0.0001529809,0.00003016411,0.00003230457,0.000001465541,0.00007771852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00591421,"threshold_uncertainty_score":0.02628106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118326698585621,"score_gpt":0.4154275505789421,"score_spread":0.3035948807203799,"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."}}