{"id":"W2303076459","doi":"10.1056/jw200307150000003","title":"Prednisone for Outpatient Treatment of COPD Exacerbations","year":2003,"lang":"en","type":"article","venue":"Journal watch","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Pulmonary disease; Prednisone; Randomized controlled trial; Intensive care medicine; Inhaled corticosteroids; Emergency department; Internal medicine; Physical therapy; Emergency medicine; Asthma; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004118214,0.0004540679,0.001209885,0.0004881597,0.0004177325,0.0003857946,0.0003972015,0.0007749718,0.004200197],"category_scores_gemma":[0.001189858,0.0001591988,0.0006665311,0.000408878,0.0002630908,0.0002295579,0.000207278,0.001366037,0.0004763453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005760443,"about_ca_system_score_gemma":0.0009983738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003164823,"about_ca_topic_score_gemma":0.009167379,"domain_scores_codex":[0.9996365,0.0001771307,0.00002524354,0.00004359723,0.00005937019,0.00005807868],"domain_scores_gemma":[0.9994417,0.0001662312,0.0001183855,0.00002775814,0.00002804226,0.0002178279],"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":[0.4297095,0.008827219,0.00404271,0.005991468,0.001688631,0.0006140946,0.0001679403,0.0004069117,0.009272297,0.0003761308,0.01046983,0.5284332],"study_design_scores_gemma":[0.7583547,0.1340999,0.07610066,0.001726908,0.001756695,0.001514346,0.0001317439,0.0006660978,0.002980568,0.0004675526,0.02214874,0.00005206327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.8018956,0.1782951,0.000563048,0.002476351,0.001334458,0.001100782,0.0009577919,0.0002861403,0.01309077],"genre_scores_gemma":[0.9606147,0.03282846,0.0008029048,0.001071641,0.0009242859,0.0005008041,0.0005677512,0.00001265993,0.002676855],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.004200197,"threshold_uncertainty_score":0.01405102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657948533260336,"score_gpt":0.3307197752952173,"score_spread":0.294140289962614,"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."}}