{"id":"W3197907007","doi":"10.1016/j.chest.2021.08.057","title":"The Cost of ARDS","year":2021,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"ARDS; Medicine; Internal medicine; Lung","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":[0.001528808,0.001054739,0.002100392,0.001914714,0.0002931525,0.001948431,0.001044365,0.002313496,0.00867237],"category_scores_gemma":[0.005249999,0.0003602825,0.001377277,0.002332296,0.0008630505,0.002083501,0.001060546,0.004262703,0.001867237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391112,"about_ca_system_score_gemma":0.002407267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720661,"about_ca_topic_score_gemma":0.003970061,"domain_scores_codex":[0.9990044,0.0002313626,0.0001452415,0.0001155906,0.000407185,0.00009618083],"domain_scores_gemma":[0.9976981,0.001269219,0.0004364229,0.00004730984,0.0004137023,0.0001353309],"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":[0.0002894911,0.00004846074,0.00065037,0.02824963,0.0005524684,0.0002148428,0.00003847621,0.0003929565,0.0003589443,0.008852686,0.09188883,0.8684628],"study_design_scores_gemma":[0.0002001356,0.000229431,0.007970802,0.03778493,0.001214068,0.002561159,0.0001723055,0.0003986511,0.0002267668,0.006672999,0.9424984,0.00007038832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005310983,0.9975299,0.00002877152,0.001374841,0.0005470375,0.000001210813,0.00002015572,0.000001855671,0.0004431305],"genre_scores_gemma":[0.001265546,0.9962884,0.00006577613,0.0007835483,0.00137826,0.000003455674,0.00003013286,0.000001196232,0.0001837195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00867237,"threshold_uncertainty_score":0.02901191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131876194758973,"score_gpt":0.4120483083503209,"score_spread":0.280172113591348,"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."}}