{"id":"W4396567767","doi":"10.1164/rccm.202402-0318le","title":"Early Mortality in Clinical Trials of Acute Respiratory Distress Syndrome","year":2024,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Hellenic Thoracic Society; National Heart, Lung, and Blood Institute; Weill Cornell Medical College; Weill Cornell Medicine - Qatar; Instituto de Salud Carlos III; Hellenic Foundation for Research and Innovation; National and Kapodistrian University of Athens; Qatar Foundation","keywords":"Medicine; Acute respiratory distress; Intensive care medicine; Respiratory distress; Clinical trial; Internal medicine; Lung; Anesthesia","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":[0.03594493,0.0009273182,0.004050285,0.001122088,0.002159025,0.004371326,0.001827399,0.02300379,0.006860259],"category_scores_gemma":[0.1393056,0.0009424129,0.002286218,0.001430876,0.002559964,0.003434138,0.001630381,0.01710113,0.002015092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00395134,"about_ca_system_score_gemma":0.004824485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343716,"about_ca_topic_score_gemma":0.005013634,"domain_scores_codex":[0.9455797,0.04453436,0.004573701,0.001236711,0.002877159,0.001198473],"domain_scores_gemma":[0.8054152,0.1565523,0.01286567,0.003522066,0.0072731,0.01437171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.04383692,0.0008629847,0.03861094,0.002177913,0.001563731,0.006307834,0.0005746298,0.0007805857,0.001414427,0.008513655,0.7383571,0.1569993],"study_design_scores_gemma":[0.08048713,0.01950717,0.08796398,0.006835595,0.004032184,0.009304537,0.001343176,0.006193892,0.002479084,0.04654472,0.7348107,0.0004978351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01588525,0.01947051,0.0006903013,0.9163756,0.03059216,0.0002698247,0.0005607634,0.00009143484,0.01606417],"genre_scores_gemma":[0.1278828,0.006854364,0.002202545,0.7137744,0.1428659,0.000909134,0.0003979092,0.00008183104,0.005031037],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03594493,"threshold_uncertainty_score":0.1900972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09773532898204922,"score_gpt":0.4393662114896293,"score_spread":0.3416308825075801,"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."}}