{"id":"W4386156786","doi":"10.1097/cce.0000000000000968","title":"Failure of First Transition to Pressure Support Ventilation After Spontaneous Awakening Trials in Hypoxemic Respiratory Failure: Influence of COVID-19","year":2023,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network; St. Michael's Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Respiratory failure; Fraction of inspired oxygen; Etiology; Ventilation (architecture); Odds ratio; Pressure support ventilation; Coronavirus disease 2019 (COVID-19); Cohort; Anesthesia; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009754639,0.0001704768,0.0006186952,0.0005407599,0.00007990002,0.00001836944,0.00009341142,0.0002028745,0.0003187685],"category_scores_gemma":[0.005043486,0.0001729253,0.0001849232,0.0008147749,0.000101422,0.0002993274,0.00003060786,0.0001904704,0.00003724983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008459431,"about_ca_system_score_gemma":0.0004826021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001606186,"about_ca_topic_score_gemma":0.000535583,"domain_scores_codex":[0.9976953,0.0002197175,0.0010247,0.0003360696,0.000452527,0.0002716731],"domain_scores_gemma":[0.9982042,0.0005438878,0.0001039685,0.000348506,0.0004748261,0.0003246634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006212768,0.0007746276,0.03418378,0.0128118,0.0002233894,0.006672593,0.1211606,0.0307232,0.7639632,0.00760928,0.01412417,0.001540677],"study_design_scores_gemma":[0.01470998,0.01062973,0.0691817,0.00431221,0.003651355,0.0006083755,0.1581313,0.00095269,0.3304928,0.005271978,0.399401,0.002656793],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890929,0.0001458135,0.005208532,0.003886209,0.0001294733,0.001090824,0.0002904836,0.0001054191,0.00005036423],"genre_scores_gemma":[0.9977025,0.000004478178,0.0007727521,0.0007856307,0.0001000966,0.0003641272,0.000216157,0.00002746065,0.00002684096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4334703,"threshold_uncertainty_score":0.7051689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07199180019022013,"score_gpt":0.3654195132304405,"score_spread":0.2934277130402204,"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."}}