{"id":"W4388070406","doi":"10.1186/s13054-023-04699-w","title":"Redefining ARDS: a paradigm shift","year":2023,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Instituto de Salud Carlos III; Fundación Canaria Instituto de Investigación Sanitaria de Canarias; Ministero della Salute","keywords":"Medicine; ARDS; Paradigm shift; Intensive care medicine; Medical emergency; 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":[0.004050052,0.001028039,0.001971685,0.002571967,0.0004446912,0.002255902,0.001693222,0.002878664,0.003042201],"category_scores_gemma":[0.004000656,0.0003756353,0.0009800242,0.002624782,0.001794314,0.004644058,0.001581144,0.00588113,0.001252129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569224,"about_ca_system_score_gemma":0.003225919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766898,"about_ca_topic_score_gemma":0.002146085,"domain_scores_codex":[0.9990707,0.0003246201,0.000141986,0.0001377375,0.0002674018,0.00005763035],"domain_scores_gemma":[0.9968824,0.001881275,0.0002558754,0.000079542,0.0007914425,0.0001094581],"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":[0.0001231948,0.00008650435,0.000153097,0.03732172,0.0001686679,0.0002369732,0.0003209202,0.0005389223,0.0009428175,0.02998533,0.06442709,0.8656948],"study_design_scores_gemma":[0.00003754591,0.0001202489,0.0006119296,0.02652536,0.0001446872,0.0009486193,0.0003027163,0.000191554,0.0002403125,0.01504995,0.9557879,0.00003911629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005995003,0.9955668,0.0001308945,0.003223995,0.0006977773,0.000002593011,0.00000714972,0.000005256607,0.0003055025],"genre_scores_gemma":[0.0008612564,0.9955978,0.000280463,0.002247297,0.0007939553,0.00000669926,0.00001171304,0.000003011839,0.000197917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004050052,"threshold_uncertainty_score":0.02141893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2069402354982694,"score_gpt":0.4504207228591235,"score_spread":0.2434804873608541,"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."}}