{"id":"W1979743551","doi":"10.4187/002013209793800367","title":"A Sigh of Relief for ARDS?","year":2009,"lang":"en","type":"letter","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; ARDS; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Lung; Internal medicine","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001913689,0.0004913611,0.001164106,0.000389576,0.00006994561,0.00001783903,0.0002649972,0.001524579,0.0002022893],"category_scores_gemma":[0.0001264065,0.0004391983,0.0007673802,0.0001791511,0.00007685435,0.0000545385,0.00003699489,0.00108742,0.00004503327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916056,"about_ca_system_score_gemma":0.001023322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003280554,"about_ca_topic_score_gemma":0.000001987696,"domain_scores_codex":[0.9973321,0.00006244368,0.0007245305,0.0006508071,0.0006812785,0.0005488218],"domain_scores_gemma":[0.9975373,0.00008365142,0.0004133787,0.001063398,0.000741825,0.0001604726],"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":[0.0001210575,0.00003083534,0.00009801475,0.002356302,0.0001013467,0.0006258453,0.0001602768,4.26945e-7,0.01222438,0.00004010419,0.9728119,0.01142952],"study_design_scores_gemma":[0.001503488,0.002475359,0.00006015155,0.0004981221,0.0003997531,0.00001714909,0.0001352739,2.650155e-7,0.04964117,0.00008708313,0.9448081,0.000374082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04819065,0.09869378,0.003297035,0.6181607,0.01225557,0.03562873,0.005903452,0.002573346,0.1752968],"genre_scores_gemma":[0.002222184,0.00002858092,0.001021349,0.9831973,0.007655588,0.0002112979,0.000806427,0.000200026,0.004657214],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3650366,"threshold_uncertainty_score":0.999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299817383780172,"score_gpt":0.3031656547459936,"score_spread":0.2701674809081918,"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."}}