{"id":"W2097914397","doi":"10.1056/nejmoa023161","title":"Outpatient Oral Prednisone after Emergency Treatment of Chronic Obstructive Pulmonary Disease","year":2003,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":355,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Alberta; Queen's University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Prednisone; Pulmonary disease; Emergency department; Disease; Intensive care medicine; Emergency treatment; Outpatient clinic; Internal medicine; Emergency medicine; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003687048,0.0003363029,0.0008959094,0.0003723527,0.00005094206,0.000003807735,0.0001367281,0.00008210081,0.003751746],"category_scores_gemma":[0.000428286,0.000220269,0.0002987848,0.0003534528,0.0002893695,0.0001519975,0.00002584037,0.0003004926,0.0000100888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008874898,"about_ca_system_score_gemma":0.00127841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008483921,"about_ca_topic_score_gemma":0.00001719017,"domain_scores_codex":[0.9968673,0.0002533248,0.001004413,0.0003054386,0.001118503,0.0004509946],"domain_scores_gemma":[0.9971993,0.0001054978,0.0004633424,0.0004337271,0.0005388994,0.00125922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01764235,0.003751898,0.5166997,0.0009869208,0.001000921,0.006695556,0.002337723,0.0001130744,0.00303493,0.000422412,0.001515877,0.4457987],"study_design_scores_gemma":[0.06005559,0.008432048,0.8669509,0.0008038199,0.00157177,0.001618313,0.0005998045,0.0002250043,0.0008193502,0.002176202,0.0564422,0.0003049527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504762,0.04383446,0.0002092663,0.001712853,0.001133598,0.0006415074,0.00003544829,0.00001255187,0.001944129],"genre_scores_gemma":[0.9922954,0.002696982,0.0002757068,0.0000334973,0.002354096,0.00001645214,0.00002091898,0.00004249209,0.002264474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4454937,"threshold_uncertainty_score":0.9971589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074750269599069,"score_gpt":0.2978511612721734,"score_spread":0.2771036585761827,"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."}}