{"id":"W4361002269","doi":"10.1097/ccm.0000000000005844","title":"Limiting Dynamic Driving Pressure in Patients Requiring Mechanical Ventilation*","year":2023,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Intensive care; Observational study; Confounding; Ventilation (architecture); Psychological intervention; Pressure support ventilation; Emergency medicine; Intensive care medicine; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003354698,0.0004008412,0.0008770115,0.0002749851,0.0002029811,0.0005269565,0.0004311243,0.0007787711,0.001120008],"category_scores_gemma":[0.01003572,0.000159012,0.001400144,0.0003801349,0.0004465443,0.0003568754,0.0004829094,0.0005296986,0.00005405396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000951848,"about_ca_system_score_gemma":0.001412956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894828,"about_ca_topic_score_gemma":0.002761781,"domain_scores_codex":[0.9972939,0.001684478,0.0004716658,0.0002009243,0.000183465,0.0001655909],"domain_scores_gemma":[0.9965363,0.001941397,0.00104968,0.00008060564,0.0001003655,0.0002916534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2400213,0.01124564,0.3190033,0.02294633,0.01299365,0.0003821551,0.0007733267,0.01112608,0.004470086,0.001314865,0.002335458,0.3733878],"study_design_scores_gemma":[0.1188489,0.329348,0.5129024,0.004758426,0.01058117,0.0006393576,0.0008898248,0.01091614,0.003759618,0.00177622,0.005469198,0.0001106004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881098,0.008444647,0.0004607283,0.0006315761,0.0001285259,0.0007001894,0.0001967487,0.00001170736,0.001315997],"genre_scores_gemma":[0.9981146,0.0008025063,0.0004033314,0.0001986071,0.00005885058,0.0003067918,0.00007060068,5.574857e-7,0.00004418365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003354698,"threshold_uncertainty_score":0.01774156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264127676525994,"score_gpt":0.3367102855875427,"score_spread":0.3102975179349433,"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."}}