{"id":"W3013520161","doi":"10.4187/respcare.07763","title":"Management of Severe ARDS: New Strategies and Ongoing Challenges","year":2020,"lang":"en","type":"letter","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"Centre Hospitalier Universitaire Vaudois; University of Toronto","keywords":"Medicine; ARDS; Intensive care medicine; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01464569,0.001678076,0.002454334,0.001343641,0.004455749,0.007206092,0.003864242,0.03747433,0.007914926],"category_scores_gemma":[0.0356901,0.000728116,0.001529043,0.00138001,0.006808818,0.01812784,0.004333662,0.0517545,0.005402684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005228308,"about_ca_system_score_gemma":0.007306011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162261,"about_ca_topic_score_gemma":0.005517099,"domain_scores_codex":[0.9882266,0.003802823,0.001912021,0.001207033,0.004010282,0.0008413245],"domain_scores_gemma":[0.9506543,0.03105065,0.002254238,0.001062892,0.008891774,0.006086194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008586666,0.0001251346,0.0007402056,0.001220397,0.00003211027,0.002829184,0.000369087,0.0003413443,0.0003123761,0.01377974,0.8415224,0.1386422],"study_design_scores_gemma":[0.00008600826,0.0001805971,0.001037551,0.004108579,0.00004376239,0.007420633,0.002019967,0.0008931098,0.0001296775,0.04673967,0.9372106,0.0001298498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001299872,0.02133485,0.0005157749,0.9573454,0.0195415,0.000006498583,0.00001426977,0.00002565611,0.001085958],"genre_scores_gemma":[0.003270815,0.05202372,0.002464556,0.6139207,0.32649,0.00004601984,0.00007328815,0.00005907706,0.001651779],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03747433,"threshold_uncertainty_score":0.07745475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05369898302458906,"score_gpt":0.2820704446402849,"score_spread":0.2283714616156958,"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."}}