{"id":"W2590588347","doi":"10.1164/rccm.201609-1773cp","title":"F <scp>ifty</scp> Y <scp>ears of</scp> R <scp>esearch in</scp> ARDS. The Epidemiology of Acute Respiratory Distress Syndrome. A 50th Birthday Review","year":2017,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":267,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; ARDS; Respiratory distress; Acute respiratory distress; Lung; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007783624,0.000696715,0.003930355,0.0007187353,0.0003871052,0.00002693009,0.001264037,0.0003287607,0.000044311],"category_scores_gemma":[0.05527619,0.0004501808,0.0006568499,0.000763714,0.00712991,0.0003645087,0.0003502164,0.002078369,0.00001003052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254757,"about_ca_system_score_gemma":0.0009777454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000713703,"about_ca_topic_score_gemma":0.00001775088,"domain_scores_codex":[0.9914721,0.001861106,0.002993432,0.0007747858,0.001624658,0.001273963],"domain_scores_gemma":[0.9831667,0.009566683,0.002253,0.001711685,0.001858721,0.001443208],"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":[0.0003704019,0.001049528,0.7849292,0.01424502,0.002141241,0.01409694,0.008155354,0.000005020584,0.01435516,0.005967016,0.04735409,0.1073311],"study_design_scores_gemma":[0.00837116,0.04416256,0.3993628,0.02185686,0.004032135,0.003575588,0.05799238,0.00001253119,0.005674186,0.001214331,0.4534795,0.0002659824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857741,0.1080131,0.0002378666,0.001944395,0.0006070172,0.0007584594,0.0001147386,0.00002493092,0.002525381],"genre_scores_gemma":[0.9800606,0.009155524,0.0002842904,0.009407178,0.0007277562,0.00005010058,0.00001131306,0.00009613364,0.0002070995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4061254,"threshold_uncertainty_score":0.999795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05020399333889581,"score_gpt":0.3797669571102054,"score_spread":0.3295629637713096,"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."}}