{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001302744,0.0006628086,0.0008895437,0.003949164,0.0003515272,0.001449145,0.0006161827,0.001357758,0.008728275],"category_scores_gemma":[0.003463916,0.0002186799,0.0007656778,0.003215995,0.0008405726,0.002139073,0.0008042376,0.001752031,0.002760441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009130482,"about_ca_system_score_gemma":0.002369957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003615306,"about_ca_topic_score_gemma":0.004157183,"domain_scores_codex":[0.9994443,0.0001378483,0.00009659002,0.0001151846,0.0001467355,0.00005925504],"domain_scores_gemma":[0.9976012,0.001121659,0.0003452966,0.00006286488,0.0006733142,0.0001956373],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001161648,0.00005365272,0.00378868,0.01078049,0.0002255624,0.0003614177,0.000140238,0.0002343819,0.0004927789,0.003445038,0.1228534,0.8575081],"study_design_scores_gemma":[0.00001828492,0.0001526368,0.01093667,0.01815475,0.0002646029,0.004669889,0.0004370676,0.0001911864,0.0004531787,0.003650861,0.9610229,0.00004806889],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002197097,0.9949204,0.0001401138,0.002259069,0.001339126,0.000004523257,0.00004203038,0.000007898351,0.001067062],"genre_scores_gemma":[0.001900268,0.9931911,0.0002187813,0.0008409033,0.002967712,0.000006118448,0.00008042107,0.000004692,0.0007899522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9986973,"threshold_uncertainty_score":0.02919894,"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."}}