{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002013278,0.0002568808,0.0004254784,0.0007333223,0.0002961482,0.0007159525,0.0004225032,0.0005045211,0.0009823177],"category_scores_gemma":[0.009951511,0.0001702861,0.0006854146,0.0005538323,0.0003004688,0.0004502877,0.00055872,0.0005403805,0.0001435567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000266858,"about_ca_system_score_gemma":0.0003655353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456441,"about_ca_topic_score_gemma":0.001543526,"domain_scores_codex":[0.998413,0.0004914735,0.0003350586,0.0002312463,0.0002562348,0.0002730197],"domain_scores_gemma":[0.9877012,0.00353306,0.00643469,0.0004755496,0.0006180032,0.001237432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003384426,0.00001844721,0.9984525,0.00001108565,0.00002964913,0.00006740569,0.00002511722,0.00002268245,0.00009431787,0.000004944788,0.00003036309,0.0009050411],"study_design_scores_gemma":[0.00001212092,0.0001891199,0.9989537,0.00001261584,0.00001830058,0.0003379945,0.00009150578,0.0002302872,0.00006821821,0.000008746557,0.00007419303,0.000003218127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999136,0.0004841826,0.00007439789,0.00003465827,0.000006336939,0.000007861458,0.0001059378,0.000001925837,0.000148713],"genre_scores_gemma":[0.9996496,0.00008973799,0.00003476304,0.00001026258,0.00001079636,0.00000564435,0.0001669794,0.000001522607,0.00003058608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002013278,"threshold_uncertainty_score":0.01064736,"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."}}