{"id":"W3193129224","doi":"10.4187/respcare.08587","title":"Driving Pressure Is a Risk Factor for ARDS in Mechanically Ventilated Subjects Without ARDS","year":2021,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada","funders":"","keywords":"ARDS; Medicine; Quartile; Mechanical ventilation; Odds ratio; Risk factor; Logistic regression; Ventilation (architecture); Internal medicine; Prospective cohort study; Confidence interval; Lung","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":[0.001331571,0.0004153801,0.0004919366,0.000615821,0.0003746049,0.0006048774,0.0004714707,0.000723757,0.001455301],"category_scores_gemma":[0.004306485,0.0002791276,0.0005333081,0.0007543392,0.0003826357,0.000386882,0.0004566427,0.0009298128,0.0002603207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650025,"about_ca_system_score_gemma":0.0003849789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847867,"about_ca_topic_score_gemma":0.001203491,"domain_scores_codex":[0.999358,0.0002276816,0.0000641537,0.0001199942,0.0001479651,0.00008215414],"domain_scores_gemma":[0.9960634,0.001242172,0.00141067,0.0001984103,0.0003699585,0.0007153949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001282646,0.00002354563,0.9993234,0.000005834331,0.00002945038,0.00003910138,0.00001431917,0.00001576595,0.0001039299,0.000004069071,0.00002632649,0.000286127],"study_design_scores_gemma":[0.000005617374,0.0001653541,0.9993824,0.000003160451,0.00002019748,0.0001456777,0.00003686549,0.0001667415,0.00002610094,0.00000739461,0.00003856748,0.00000188542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999221,0.0002930346,0.00009246086,0.00005014537,0.00001564388,0.000005118603,0.0001071215,0.000003673603,0.0002117411],"genre_scores_gemma":[0.9996182,0.0000657852,0.00006849542,0.00001428615,0.00003039985,0.000005673876,0.000143319,0.000001302056,0.00005261035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001847867,"threshold_uncertainty_score":0.00704211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383265485767541,"score_gpt":0.307476431648102,"score_spread":0.2836437767904266,"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."}}