{"id":"W4223426733","doi":"10.3389/fphys.2022.787231","title":"Airway Pressure Release Ventilation With Time-Controlled Adaptive Ventilation (TCAV™) in COVID-19: A Community Hospital’s Experience","year":2022,"lang":"en","type":"review","venue":"Frontiers in Physiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ventilation (architecture); Coronavirus disease 2019 (COVID-19); Continuous positive airway pressure; Mechanical ventilation; Intensive care medicine; Airway; Anesthesia; Disease; Internal medicine; Infectious disease (medical specialty); Engineering","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":[0.001985006,0.0005766065,0.0009416963,0.0008397039,0.0004086568,0.001180464,0.0008337596,0.001649118,0.0008565852],"category_scores_gemma":[0.002071539,0.0001728334,0.0005781342,0.001550153,0.00067707,0.001618264,0.0008516706,0.002533417,0.0004779217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007631927,"about_ca_system_score_gemma":0.001388585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723157,"about_ca_topic_score_gemma":0.004126603,"domain_scores_codex":[0.999455,0.0001715894,0.0001061372,0.00006612548,0.0001424837,0.00005865471],"domain_scores_gemma":[0.9993753,0.000374505,0.00005742569,0.00001702417,0.00009771709,0.00007814318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003526007,0.0003110064,0.00123012,0.01945371,0.0002117638,0.00459322,0.00100679,0.0005037151,0.001552955,0.003788256,0.0218946,0.9451013],"study_design_scores_gemma":[0.0001773511,0.001492259,0.007728312,0.0156537,0.0004406871,0.03794593,0.00120468,0.0002893577,0.00118543,0.001885498,0.9318673,0.0001294648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001927174,0.9956417,0.000125299,0.0009049089,0.0003094989,0.00001052664,0.00000982408,0.000003206292,0.001067783],"genre_scores_gemma":[0.009681318,0.9878252,0.000373874,0.001170641,0.0004750601,0.00001276259,0.00003225082,0.000004058305,0.0004247855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001985006,"threshold_uncertainty_score":0.01049781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0342331584508522,"score_gpt":0.3116599740683617,"score_spread":0.2774268156175095,"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."}}