{"id":"W2926584709","doi":"10.1136/bmjresp-2019-000407","title":"COPD exacerbations: the impact of long versus short courses of oral corticosteroids on mortality and pneumonia: nationwide data on 67 000 patients with COPD followed for 12 months","year":2019,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Danmarks Frie Forskningsfond","keywords":"Medicine; COPD; Pneumonia; Inhaled corticosteroids; Intensive care medicine; Internal medicine; Asthma","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":[],"consensus_categories":[],"category_scores_codex":[0.003349158,0.00026946,0.0006424366,0.0003156231,0.0002450586,0.0001181794,0.001129562,0.0001217201,0.0002745379],"category_scores_gemma":[0.001921897,0.0001762991,0.0001082311,0.0005201632,0.0006955724,0.0004752541,0.0009043079,0.0005123387,0.00002013566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004979089,"about_ca_system_score_gemma":0.002307663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416346,"about_ca_topic_score_gemma":0.0006259716,"domain_scores_codex":[0.9949406,0.0006642606,0.0006218824,0.0007966713,0.002370585,0.0006060239],"domain_scores_gemma":[0.9937681,0.00168365,0.0002060474,0.002384383,0.001639831,0.0003179873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02299844,0.001122255,0.9633564,0.0004038184,0.0006186377,0.00002556541,0.00006692266,0.0001310246,0.0005645728,0.0001103687,0.0023521,0.008249848],"study_design_scores_gemma":[0.009234557,0.00624347,0.9809363,0.0003476029,0.00010199,0.000001422567,0.0004056343,0.001673818,0.0005344919,0.00002365578,0.0003196143,0.0001773662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805938,0.0001831779,0.000007133869,0.0001944339,0.00008276839,0.01438635,0.001552356,0.00001179202,0.002988174],"genre_scores_gemma":[0.998517,0.00001605576,0.00003819641,0.00005555402,0.00004990368,0.0005644275,0.0003427309,0.00005946136,0.0003567039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01792315,"threshold_uncertainty_score":0.7189268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2508841669153092,"score_gpt":0.4982838183239059,"score_spread":0.2473996514085967,"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."}}