{"id":"W2121252218","doi":"10.1378/chest.120.4.1347","title":"Treatment of ARDS","year":2001,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"National Heart, Lung, and Blood Institute","keywords":"ARDS; Medicine; Intensive care medicine; Mechanical ventilation; Clinical trial; Ventilation (architecture); Tidal volume; Randomized controlled trial; Lung; Anesthesia; Surgery; Internal medicine; Respiratory system","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":[],"consensus_categories":[],"category_scores_codex":[0.0001247645,0.000261705,0.001726034,0.0001989786,0.00003655409,0.00001281037,0.00008230205,0.000223447,0.0008784126],"category_scores_gemma":[0.0000195611,0.0001540302,0.0009250007,0.0001478205,0.00002829518,0.00002571428,0.000008590941,0.0002428904,0.00008237188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236428,"about_ca_system_score_gemma":0.0009412057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.176323e-7,"about_ca_topic_score_gemma":2.327326e-7,"domain_scores_codex":[0.9987854,0.0000377073,0.0006076802,0.000135008,0.0002309527,0.0002032114],"domain_scores_gemma":[0.9989272,0.00002167138,0.0004505884,0.0002509471,0.00007612036,0.0002735258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008295031,0.0001724487,0.00002647293,0.004363589,0.0002602363,0.001094782,0.00002555544,6.885365e-9,0.000003178967,0.00001264814,0.0004525004,0.9935803],"study_design_scores_gemma":[0.0006141108,0.00108804,0.000005853963,0.004850387,0.001984415,0.01116005,0.00001720332,1.053022e-7,0.00002861163,0.00001713274,0.9801269,0.0001071851],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001605676,0.9929771,0.00008617868,0.00001808918,0.0004274579,0.00026894,0.000005666434,0.00001000537,0.006190548],"genre_scores_gemma":[0.000002174032,0.9925389,0.0005723542,0.00001551514,0.001224267,0.00001077094,0.00002062351,0.00003926224,0.005576185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9934731,"threshold_uncertainty_score":0.9618002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1541191266350111,"score_gpt":0.4030626055315835,"score_spread":0.2489434788965725,"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."}}