{"id":"W4396506111","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a2844","title":"Impact of Extended Lung Protection During Mechanical Ventilation on Lung Recovery in Patients With COVID-19 ARDS: A Phase II Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; University of Toronto","funders":"","keywords":"ARDS; Coronavirus disease 2019 (COVID-19); Mechanical ventilation; Lung; Medicine; Randomized controlled trial; Ventilation (architecture); Intensive care medicine; Anesthesia; Internal medicine; Engineering; Mechanical engineering","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":[0.001905615,0.002461622,0.005923944,0.0003849607,0.0005747253,0.001895196,0.001232643,0.002749806,0.005775757],"category_scores_gemma":[0.00275525,0.0008021379,0.00439413,0.0005618136,0.001564074,0.001548419,0.0006714982,0.004696069,0.0007057919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009140892,"about_ca_system_score_gemma":0.001215877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281046,"about_ca_topic_score_gemma":0.002084931,"domain_scores_codex":[0.9990327,0.0004530174,0.00008400639,0.0002047309,0.00006160545,0.0001640079],"domain_scores_gemma":[0.9987535,0.0004628025,0.0003110089,0.0001045128,0.00007926116,0.0002888261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9869167,0.002550178,0.0003948489,0.001125618,0.002386548,0.00002164031,0.00002466258,0.0002236231,0.0006634706,0.00007114115,0.0003305017,0.005291127],"study_design_scores_gemma":[0.9693309,0.02766187,0.001023446,0.00008604157,0.001245863,0.00001107584,0.00001841101,0.0001675863,0.00009925468,0.00008974561,0.0002529305,0.0000128322],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639669,0.02220801,0.001499471,0.001355285,0.001646411,0.005572612,0.001476591,0.0001429559,0.002131709],"genre_scores_gemma":[0.975775,0.008484719,0.002429639,0.001709916,0.001153365,0.006548463,0.001259133,0.00003082802,0.00260892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005923944,"threshold_uncertainty_score":0.0193218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468145617572191,"score_gpt":0.3282134317127599,"score_spread":0.313531975537038,"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."}}