{"id":"W3120714321","doi":"10.1164/rccm.202009-3536oc","title":"Effect of Lowering V <scp>t</scp> on Mortality in Acute Respiratory Distress Syndrome Varies with Respiratory System Elastance","year":2021,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":276,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph's Hospital; University Health Network; Toronto General Hospital; University of Toronto; Sinai Health System; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Elastance; Acute respiratory distress; Respiratory system; Respiratory distress; ARDS; Respiratory disease; Internal medicine; Cardiology; Anesthesia; Intensive care medicine; Lung","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00184957,0.0005116995,0.002165443,0.0004796594,0.0001223901,0.00002638117,0.0002254961,0.0001664261,0.00002512307],"category_scores_gemma":[0.001858748,0.000356982,0.0002131254,0.0008841312,0.00178951,0.0002312253,0.00007157709,0.0009916722,0.000002209656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129818,"about_ca_system_score_gemma":0.0005917459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001044425,"about_ca_topic_score_gemma":0.0000159491,"domain_scores_codex":[0.9953155,0.0007848275,0.001402669,0.0005813762,0.001321068,0.0005945646],"domain_scores_gemma":[0.9954378,0.001563688,0.0006092333,0.0006569969,0.0009460689,0.0007861889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005648838,0.0006012425,0.7515981,0.009895804,0.001196609,0.1111085,0.003203669,0.00003642146,0.07033592,0.00346052,0.000386162,0.04252818],"study_design_scores_gemma":[0.02382714,0.274258,0.2856766,0.02646666,0.00518826,0.007887502,0.06958678,0.00001181554,0.2789513,0.00006903885,0.02710276,0.0009740512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900357,0.007581224,0.0004372315,0.00009669551,0.0003711519,0.0003018663,0.00003910307,0.0000345328,0.001102465],"genre_scores_gemma":[0.9979262,0.00003622193,0.0001018265,0.001548106,0.0002832059,0.0000206225,0.000004225285,0.00006121698,0.00001832195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4659215,"threshold_uncertainty_score":0.9998882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325582329325608,"score_gpt":0.3033054971402222,"score_spread":0.2900496738469661,"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."}}