{"id":"W2081866469","doi":"10.1155/2014/528789","title":"Acute Exacerbation of Chronic Obstructive Pulmonary Disease: Cardiovascular Links","year":2014,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Alberta; University of British Columbia","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"COPD; Medicine; Exacerbation; Pulmonary disease; Lung; Disease; Pulmonary function testing; Pathological; Intensive care medicine; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002199917,0.0006743635,0.002401253,0.002830844,0.0002020172,0.00008877644,0.001417773,0.000857895,0.001309763],"category_scores_gemma":[0.0008999237,0.0005789323,0.002560087,0.001560382,0.001402839,0.0002363108,0.001041517,0.002715699,0.0004898416],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005072297,"about_ca_system_score_gemma":0.00501361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006688678,"about_ca_topic_score_gemma":0.000001706443,"domain_scores_codex":[0.9894013,0.001158908,0.001252276,0.00149564,0.005587477,0.001104379],"domain_scores_gemma":[0.9939582,0.0006344813,0.0004069362,0.001806859,0.002177546,0.001015918],"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":[0.0002855354,0.0005167631,0.0000718556,0.03669678,0.00661282,0.0009198811,0.00001670097,0.000004173699,0.00003518636,0.0009672011,0.002007595,0.9518655],"study_design_scores_gemma":[0.0008569557,0.0001284138,0.002083636,0.009937172,0.001673307,0.0002620042,0.00002057844,0.0008720846,0.00001590969,0.0003782084,0.9833446,0.0004271218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007215263,0.986734,0.0001909127,0.0003733952,0.00158303,0.003231023,0.001497327,0.00007965722,0.006238495],"genre_scores_gemma":[0.0009652706,0.9819003,0.0001873767,0.000008816698,0.004082896,0.0009739952,0.005006107,0.0001908579,0.006684403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.981337,"threshold_uncertainty_score":0.9996662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06406855367501207,"score_gpt":0.4010678779603906,"score_spread":0.3369993242853785,"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."}}