{"id":"W4403940577","doi":"10.29390/001c.125145","title":"CPAP vs HFNC in treatment of patients with COVID-19 ARDS: A retrospective propensity-matched study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"ARDS; Coronavirus disease 2019 (COVID-19); Medicine; Retrospective cohort study; Propensity score matching; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Intensive care medicine; Emergency medicine; Internal medicine; Virology; Lung; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001423774,0.0002776352,0.0008183826,0.0005549475,0.0004081332,0.0005861103,0.0003598138,0.000591504,0.001444626],"category_scores_gemma":[0.003106227,0.0003228825,0.0009309368,0.001098537,0.0003553417,0.0005055782,0.0003761642,0.0005268905,0.0001755806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382119,"about_ca_system_score_gemma":0.0004177004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007655545,"about_ca_topic_score_gemma":0.0006790409,"domain_scores_codex":[0.9981324,0.0005270299,0.0003034258,0.0005440927,0.0002875297,0.0002056619],"domain_scores_gemma":[0.9980306,0.0003396795,0.001113542,0.0002074309,0.0001127416,0.0001958764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004516865,0.0002168212,0.9904256,0.0001182552,0.000835693,0.0002059656,0.00007816283,0.00009036591,0.0002961363,0.0000865839,0.0001950953,0.002934474],"study_design_scores_gemma":[0.0007529232,0.004007839,0.9908082,0.0000532893,0.0007247617,0.001106212,0.000312386,0.0008371444,0.000175733,0.0002192296,0.0009792148,0.00002312845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976274,0.00140543,0.000324204,0.00003851921,0.00002898193,0.00008886528,0.0002432211,0.000002069279,0.0002413338],"genre_scores_gemma":[0.9991998,0.000199385,0.0001268706,0.00005217664,0.00003501572,0.00006867267,0.0002686944,0.000001562511,0.00004782138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001444626,"threshold_uncertainty_score":0.007529736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04718502214823637,"score_gpt":0.3011611402960238,"score_spread":0.2539761181477874,"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."}}