{"id":"W1803784511","doi":"10.1001/jama.2012.5669","title":"Acute Respiratory Distress Syndrome","year":2012,"lang":"en","type":"article","venue":"JAMA","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":8835,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; ARDS; Acute respiratory distress; Hypoxemia; Intensive care; Intensive care medicine; Emergency medicine; Internal medicine; Lung","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165017,0.0009195449,0.00130949,0.001126652,0.001100553,0.001397578,0.0007968108,0.0008411297,0.04600296],"category_scores_gemma":[0.005521386,0.0001536494,0.001103768,0.00246358,0.0003354881,0.001031107,0.001750299,0.001769357,0.009873975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117146,"about_ca_system_score_gemma":0.002092762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005054085,"about_ca_topic_score_gemma":0.004706661,"domain_scores_codex":[0.9965509,0.0006171161,0.0008349466,0.000513169,0.001011087,0.0004727218],"domain_scores_gemma":[0.9971232,0.0003783091,0.0009713327,0.0001567259,0.001073903,0.0002964066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001434607,0.0004352361,0.3966752,0.008683967,0.00132854,0.002662224,0.0007417765,0.0006344884,0.001676613,0.008027283,0.3317384,0.2459617],"study_design_scores_gemma":[0.0004315597,0.0004672619,0.4855151,0.004436338,0.0004562484,0.005937982,0.001158455,0.0007954686,0.0005235775,0.006802219,0.4933103,0.0001654873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1489254,0.1292957,0.01514274,0.02417292,0.008127919,0.007060605,0.2378533,0.001045266,0.4283762],"genre_scores_gemma":[0.6819904,0.06700679,0.01143924,0.02303124,0.004475905,0.006324639,0.1430577,0.0001656531,0.0625084],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04600296,"threshold_uncertainty_score":0.1538952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628388062700604,"score_gpt":0.292308839004129,"score_spread":0.2660249583771229,"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."}}