{"id":"W3037520496","doi":"10.1016/j.bcp.2020.114112","title":"The management of severe asthma in 2020","year":2020,"lang":"en","type":"review","venue":"Biochemical Pharmacology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval","keywords":"Asthma; Medicine; Intensive care medicine; Disease; Pathophysiology of asthma; Allergy; Immunology; Internal medicine","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":[0.0008225944,0.001159538,0.001762652,0.001824232,0.0002293457,0.001241403,0.0009337145,0.001835536,0.005461572],"category_scores_gemma":[0.0009390506,0.0003344931,0.0008658115,0.00143463,0.0004033681,0.00144544,0.001014274,0.002839577,0.002630626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005804495,"about_ca_system_score_gemma":0.001183387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328419,"about_ca_topic_score_gemma":0.003733295,"domain_scores_codex":[0.9997047,0.00006947094,0.00005086279,0.00004461448,0.00009717785,0.00003323216],"domain_scores_gemma":[0.9996204,0.0001642493,0.00007827216,0.00001016949,0.00008345587,0.000043422],"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":[0.0001983712,0.00009307745,0.000142754,0.02099464,0.0001339758,0.0001390664,0.00003519894,0.0002597256,0.001084773,0.001891786,0.02559329,0.9494332],"study_design_scores_gemma":[0.0001373935,0.0002974186,0.001438314,0.01051005,0.0003877355,0.001150525,0.00004865849,0.0001607363,0.0002679302,0.001664051,0.9839116,0.00002562152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000524601,0.9988618,0.00006718605,0.0002643227,0.0002085805,0.000003868248,0.00001227205,0.000004581527,0.0005250598],"genre_scores_gemma":[0.0004689771,0.9979455,0.0001752702,0.00056697,0.0003040653,0.000005908557,0.00004039692,0.000001332554,0.000491547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005461572,"threshold_uncertainty_score":0.01827079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450099824797671,"score_gpt":0.3649029566208217,"score_spread":0.340401958372845,"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."}}