{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003348892,0.0003537874,0.0007160713,0.0002111194,0.000133618,0.0000571827,0.0001710223,0.0004212081,0.0008337778],"category_scores_gemma":[0.0005110693,0.0003400127,0.0003804942,0.00039828,0.00003255757,0.000136901,0.0000978956,0.0004873006,0.0000303246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628079,"about_ca_system_score_gemma":0.001163308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008015161,"about_ca_topic_score_gemma":0.0001818313,"domain_scores_codex":[0.9973464,0.0001496476,0.0005783201,0.0007750989,0.0005540088,0.0005965293],"domain_scores_gemma":[0.9979195,0.00006772295,0.0002057379,0.0007762488,0.0006715695,0.0003591947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005718587,0.0002490852,0.1913554,0.001300499,0.0004356875,0.0008802046,0.00360736,0.00001384023,0.7546816,0.0001803742,0.001238037,0.04548604],"study_design_scores_gemma":[0.003375941,0.0007444642,0.03056056,0.0004415045,0.0003500687,0.00002008718,0.001255961,0.00005315524,0.6872428,0.00009695546,0.2754195,0.0004389933],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917005,0.004102661,0.0008180737,0.00008679903,0.0005644741,0.001225314,0.0004770159,0.0001700632,0.0008550521],"genre_scores_gemma":[0.9956587,0.00003790466,0.000851835,0.001928744,0.0002977289,0.0001302005,0.0000349197,0.0001017683,0.0009581803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2741815,"threshold_uncertainty_score":0.9999052,"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."}}