{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000171012,0.0001266176,0.0002978079,0.00008434139,0.0001406893,0.00001564733,0.00005653411,0.00006023216,0.0005877698],"category_scores_gemma":[0.0001739082,0.0000948177,0.0002319353,0.0001441238,0.00006334885,0.0000709282,0.000009436564,0.0001150283,0.00001744395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009799255,"about_ca_system_score_gemma":0.0004768075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001323041,"about_ca_topic_score_gemma":0.000004805667,"domain_scores_codex":[0.9987375,0.00006667434,0.0003542168,0.000159744,0.000385143,0.0002967024],"domain_scores_gemma":[0.9988544,0.0001043667,0.0001258843,0.0002282617,0.0003898831,0.0002972028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007311092,0.03023131,0.5509408,0.002669842,0.003932078,0.0007334945,0.01274968,0.000896782,0.03211531,0.009729532,0.1286371,0.220053],"study_design_scores_gemma":[0.03497551,0.01073331,0.1900908,0.0004603978,0.001228303,0.001514784,0.003669346,0.001860995,0.04257716,0.007207668,0.7050714,0.0006103308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855589,0.002435772,0.001314811,0.005148638,0.000351553,0.00138241,0.00008827234,0.00001732851,0.003702315],"genre_scores_gemma":[0.9793801,0.000945616,0.00375543,0.00004143257,0.0002529947,0.00009100162,0.00002490438,0.00003355199,0.01547491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5764343,"threshold_uncertainty_score":0.6435667,"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."}}