{"id":"W3125692109","doi":"10.1159/000510615","title":"Pneumonia Is Associated with Increased Mortality in Hospitalized COPD Patients: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Respiration","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Pneumonia; Internal medicine; Community-acquired pneumonia; Meta-analysis; Intensive care unit; Relative risk; Mechanical ventilation; Confidence interval","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001480049,0.0006359686,0.01079854,0.0005870113,0.00007223244,0.0000840003,0.0001713886,0.0003009766,0.000568788],"category_scores_gemma":[0.001947401,0.0004238147,0.001819459,0.003036685,0.00009306534,0.000173004,0.0001023737,0.0004707586,0.00001706432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104679,"about_ca_system_score_gemma":0.0008512848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002838257,"about_ca_topic_score_gemma":0.0002287652,"domain_scores_codex":[0.9932511,0.002391991,0.001752372,0.000983144,0.001244462,0.0003769224],"domain_scores_gemma":[0.9963097,0.0003137586,0.00118544,0.001166342,0.0007507605,0.0002740082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001001043,0.0003996257,0.001855968,0.8559944,0.1406923,0.0001626895,0.0000237474,2.562668e-7,6.521283e-8,0.00001207713,0.00005938338,0.0007894912],"study_design_scores_gemma":[0.0007384533,0.0001275605,0.009233534,0.08866765,0.8990101,0.000008534229,0.000007042351,0.00003353204,1.30046e-7,0.000003331045,0.001781345,0.0003888222],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001179486,0.9896572,0.000005360324,0.00007338562,0.00000932918,0.008388031,0.0005360155,0.00003542859,0.0001158111],"genre_scores_gemma":[0.0007008201,0.9930169,0.00001711981,0.0005077727,0.00001433297,0.002038136,0.003377933,0.00007098389,0.0002559773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7673268,"threshold_uncertainty_score":0.9998214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0714956237241179,"score_gpt":0.3696400089107831,"score_spread":0.2981443851866653,"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."}}