{"id":"W2103670129","doi":"10.1183/09031936.00088108","title":"Reduced risk of next exacerbation and mortality associated with antibiotic use in COPD","year":2008,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Universiteit van Amsterdam","keywords":"Exacerbation; Medicine; COPD; Proportional hazards model; Internal medicine; Antibiotics; Hazard ratio; Medical prescription; Relative risk; Survival analysis; Risk factor; Cohort; Lower risk; Confidence interval; Intensive care medicine; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006470547,0.0001735622,0.0003842173,0.0005137238,0.0002510663,0.0004461044,0.0002028952,0.0006944097,0.000841456],"category_scores_gemma":[0.00425027,0.0002075963,0.0005078273,0.0004541975,0.0002236728,0.0003351024,0.0003959483,0.0005682013,0.0001159081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385852,"about_ca_system_score_gemma":0.0002289572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200784,"about_ca_topic_score_gemma":0.002721626,"domain_scores_codex":[0.9994111,0.0002296821,0.00004809598,0.00008363908,0.0001225686,0.0001047993],"domain_scores_gemma":[0.9980109,0.0004730425,0.000883834,0.00009889663,0.0001034212,0.0004299193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009894691,0.00006759093,0.9948489,0.00001849998,0.00009100168,0.0001715572,0.00004444459,0.00008242254,0.0002971784,0.00001237354,0.00005176715,0.003324741],"study_design_scores_gemma":[0.00001793983,0.0002842053,0.9989685,0.000005094449,0.0000342101,0.0003322785,0.00002828103,0.0002237001,0.00003214832,0.00001899128,0.000051865,0.000002821324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990587,0.0006785694,0.0000287966,0.00004172229,0.000003636534,0.000002426142,0.00003113548,0.000001606024,0.000153338],"genre_scores_gemma":[0.9996567,0.000165399,0.00003634846,0.00001643662,0.00001271088,0.000002153631,0.0000640718,6.933748e-7,0.00004537824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00200784,"threshold_uncertainty_score":0.003992319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06452779073122168,"score_gpt":0.2967237818410264,"score_spread":0.2321959911098048,"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."}}