{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001224287,0.0009568836,0.001773901,0.002651864,0.0003172558,0.001579679,0.0007602,0.001395939,0.005565682],"category_scores_gemma":[0.003986526,0.0002674616,0.001224627,0.002000869,0.0003959623,0.001735404,0.0007338208,0.001492843,0.001423799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000795951,"about_ca_system_score_gemma":0.003173218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863287,"about_ca_topic_score_gemma":0.002979192,"domain_scores_codex":[0.9991013,0.0003259671,0.000237746,0.00007749859,0.0002136151,0.00004390931],"domain_scores_gemma":[0.9987469,0.0007294326,0.0002307022,0.0000236507,0.0002233474,0.00004592594],"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":[0.00008775498,0.00005239645,0.0004046484,0.2492436,0.0005354595,0.000232149,0.00021595,0.0001714275,0.000456666,0.003063062,0.03448548,0.7110515],"study_design_scores_gemma":[0.00007325951,0.000124022,0.002436597,0.2263064,0.001492382,0.002319266,0.0002866295,0.00008470434,0.0002527233,0.002732298,0.763862,0.00002971636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004904443,0.9986097,0.00006466135,0.000581716,0.0002136558,0.00001322084,0.00002061524,0.000003724997,0.0004436286],"genre_scores_gemma":[0.000757696,0.998195,0.0002495015,0.0004040365,0.0001959762,0.00001929086,0.00002523897,0.000001103461,0.0001521772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005565682,"threshold_uncertainty_score":0.01861906,"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."}}