{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005449561,0.0002398842,0.0007661197,0.0008660367,0.00006650434,0.00004167514,0.0001283152,0.00009263282,0.0003400902],"category_scores_gemma":[0.00006826443,0.0001566909,0.0001508444,0.0005045556,0.00009872526,0.0001537153,0.000003911827,0.0002393351,0.000005901975],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287163,"about_ca_system_score_gemma":0.006731595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009006184,"about_ca_topic_score_gemma":0.008771631,"domain_scores_codex":[0.9982758,0.0001582094,0.0005781281,0.000260911,0.0004148974,0.0003120438],"domain_scores_gemma":[0.9980908,0.00003646782,0.0002245925,0.0003029397,0.0003428612,0.001002348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00188509,0.0005281762,0.9797554,0.00004501532,0.0004235039,0.00402777,0.006160249,0.000007841617,0.0006002326,0.00003401839,0.0004374038,0.006095315],"study_design_scores_gemma":[0.01322679,0.0416565,0.746422,0.0002318394,0.0001428715,0.00005289208,0.001822444,0.000002236127,0.002168506,0.00008968559,0.1939327,0.0002515571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956972,0.002280266,0.00003051635,0.00028387,0.0002681923,0.00123151,0.00003061756,0.000012239,0.000165591],"genre_scores_gemma":[0.9982501,0.0000378666,0.00005159677,0.001341763,0.0001314461,0.00001980071,0.000003168539,0.00004298144,0.0001212621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2333334,"threshold_uncertainty_score":0.9988993,"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."}}