{"id":"W4400079554","doi":"10.1513/annalsats.202404-380oc","title":"Extended Versus Standard Proning Duration for COVID-19–Associated Acute Respiratory Distress Syndrome: A Target Trial Emulation Study","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"National Heart, Lung, and Blood Institute; Johns Hopkins University","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Acute respiratory distress; Respiratory distress; Emulation; Respiratory system; Duration (music); Betacoronavirus; Emergency medicine; Intensive care medicine; Internal medicine; Anesthesia; Virology; Lung; Outbreak","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":[0.008599276,0.001020875,0.002567353,0.000293569,0.0001812115,0.0009741798,0.000849238,0.001215136,0.003357392],"category_scores_gemma":[0.01486138,0.0002656912,0.002997579,0.0003330618,0.0006408457,0.001337458,0.0006583341,0.001652259,0.0003792919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004424953,"about_ca_system_score_gemma":0.0004223732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001248952,"about_ca_topic_score_gemma":0.0001703775,"domain_scores_codex":[0.9924005,0.006124044,0.00049762,0.000509204,0.0002254764,0.0002430893],"domain_scores_gemma":[0.9913118,0.004875408,0.002065522,0.0007614387,0.0003610309,0.0006248002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.956992,0.004000218,0.002956945,0.001295449,0.005377366,0.00005377029,0.00007345703,0.001484508,0.001434787,0.0003338599,0.000379004,0.02561863],"study_design_scores_gemma":[0.5561172,0.4050632,0.01852967,0.0003395436,0.008371204,0.0001538526,0.00008891481,0.007236166,0.001297932,0.001384787,0.001352081,0.00006551549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881174,0.004225712,0.003239814,0.0004478798,0.0003651595,0.001727383,0.0003882943,0.0000619535,0.001426302],"genre_scores_gemma":[0.9942298,0.0007494843,0.001637097,0.0003618481,0.0003060119,0.002012092,0.0002438625,0.00001230916,0.0004474989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008599276,"threshold_uncertainty_score":0.04547787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605694874918827,"score_gpt":0.4731676718484839,"score_spread":0.3125981843566012,"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."}}