{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008566583,0.0002476334,0.001058082,0.00004316205,0.0000250636,0.000003184614,0.0002578161,0.0002238308,0.0002278593],"category_scores_gemma":[0.0000139231,0.0001483596,0.0003779945,0.0003188536,0.0001826523,0.000007750785,0.0002092541,0.0004047139,0.00009375059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008740171,"about_ca_system_score_gemma":0.0002123842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.889436e-7,"about_ca_topic_score_gemma":2.95846e-8,"domain_scores_codex":[0.9986216,0.0001100832,0.000536086,0.0003252641,0.0001599691,0.0002470365],"domain_scores_gemma":[0.9993256,0.0001191749,0.0001779544,0.0001727349,0.00002525975,0.0001792901],"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":[0.0001407079,0.0001675194,0.000002394521,0.02160745,0.000468533,0.0007606118,0.000004979879,7.079257e-8,0.0001038807,0.00002933681,0.2176627,0.7590519],"study_design_scores_gemma":[0.0006422905,0.00008364201,0.00001356097,0.002231474,0.0009622839,0.00005622431,0.00001391757,0.000001626577,0.00009328072,0.000005455094,0.9957681,0.0001281183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001345738,0.9972755,6.211098e-7,0.0003507743,0.0002595009,0.0008752485,0.00002767294,0.00002004373,0.001056025],"genre_scores_gemma":[0.0001769887,0.9986386,0.00004552039,0.0003282325,0.0003491173,0.0001306718,0.00004337353,0.00002821288,0.0002593304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7781054,"threshold_uncertainty_score":0.6049928,"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."}}