{"id":"W2017377357","doi":"10.1097/mcc.0b013e328348bf09","title":"Management of severe acute asthma in the emergency department","year":2011,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Canada Research Chairs; GlaxoSmithKline; Amylin Pharmaceuticals","keywords":"Medicine; Asthma; Emergency department; Intensive care medicine; Psychological intervention; Bronchoconstriction; Quality of life (healthcare); Airway; MEDLINE; Asthma management; Internal medicine; Nursing; Surgery","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":[0.001723291,0.001160016,0.004652051,0.002530601,0.0004058724,0.00140048,0.001365614,0.001464193,0.004658271],"category_scores_gemma":[0.008868388,0.0003678554,0.002072372,0.002313868,0.0004491291,0.001260808,0.0007873346,0.001227236,0.0008956327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071647,"about_ca_system_score_gemma":0.003485353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002400748,"about_ca_topic_score_gemma":0.00413888,"domain_scores_codex":[0.9984109,0.0005492862,0.0004032667,0.0001270275,0.0004362047,0.0000732318],"domain_scores_gemma":[0.9963316,0.002069665,0.001016063,0.0000426711,0.0004239174,0.0001160328],"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":[0.0001793446,0.00004539088,0.00050707,0.3883161,0.001353576,0.0003402179,0.0001362125,0.0002912102,0.0002612907,0.0006353353,0.02402723,0.5839071],"study_design_scores_gemma":[0.0004083606,0.000360363,0.006819849,0.6402699,0.008667754,0.005522393,0.0005562404,0.0002593612,0.0005536496,0.001476075,0.3350395,0.00006656038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008105773,0.9993101,0.00003795084,0.0001538256,0.000164081,0.00001862567,0.00001206384,0.000002734108,0.0002195407],"genre_scores_gemma":[0.001484846,0.9978224,0.0001690608,0.0002126034,0.0001917221,0.00002291275,0.00002218287,0.000001189877,0.00007303747],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004658271,"threshold_uncertainty_score":0.01558352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1783130181269416,"score_gpt":0.4748715487017096,"score_spread":0.296558530574768,"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."}}