{"id":"W3172137888","doi":"10.7573/dic.2021-1-9","title":"Paediatrics: how to manage acute respiratory distress syndrome","year":2021,"lang":"en","type":"review","venue":"Drugs in Context","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Intensive care medicine; ARDS; Randomized controlled trial; Ventilation (architecture); Clinical trial; Acute respiratory distress; Observational study; Intensive care unit; Lung; Surgery; 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"],"consensus_categories":[],"category_scores_codex":[0.0006028,0.0007166077,0.003406193,0.0008133198,0.0000601328,0.0001053318,0.0004844732,0.0006363313,0.0003388471],"category_scores_gemma":[0.0002066559,0.0006165083,0.0008810295,0.001114037,0.00004964168,0.0001088497,0.0003259344,0.000916267,0.0005415912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003766142,"about_ca_system_score_gemma":0.0005536906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001023251,"about_ca_topic_score_gemma":0.00002531918,"domain_scores_codex":[0.9965399,0.000241644,0.0008997016,0.001042427,0.0006057418,0.0006706183],"domain_scores_gemma":[0.997519,0.0001933475,0.000327133,0.001306197,0.0001256371,0.0005287217],"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":[0.00001050198,0.00008187679,0.00002710148,0.00772687,0.0002729065,0.007977257,0.0002096936,1.919899e-8,0.000001021949,0.0002443737,0.007790222,0.9756582],"study_design_scores_gemma":[0.0006380649,0.0002111104,0.0000113037,0.01270348,0.001241882,0.0002363548,0.0003326677,3.059242e-7,0.000004681877,0.000006961804,0.9840561,0.0005571079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002929328,0.9939572,0.00006552086,0.0001903985,0.001202682,0.001940785,0.0002773088,0.00009045391,0.001982723],"genre_scores_gemma":[0.000191418,0.98382,0.0002124001,0.00180211,0.0004599792,0.0005335548,0.0003919652,0.000170159,0.01241845],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9762658,"threshold_uncertainty_score":0.9996286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04550642812207586,"score_gpt":0.3361758476374602,"score_spread":0.2906694195153844,"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."}}