{"id":"W2096107625","doi":"10.1186/1471-2466-14-164","title":"Non-emphysematous chronic obstructive pulmonary disease is associated with diabetes mellitus","year":2014,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Minority Health and Health Disparities; National Institute of Environmental Health Sciences; National Institute of Nursing Research; National Institutes of Health; Astellas Pharma; Sunovion; University of Washington; Gilead Sciences; CSL Behring; AstraZeneca; Genentech; Grifols; University of Pittsburgh; National Jewish Health; Johns Hopkins University; Ikaria; National Heart, Lung, and Blood Institute; American Thoracic Society; Pfizer; COPD Foundation; GlaxoSmithKline; University of Southern California","keywords":"Medicine; Pulmonary disease; Diabetes mellitus; Internal medicine; Disease; Intensive care medicine; Cardiology; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008100343,0.001084123,0.00171896,0.0006487319,0.0004478084,0.00003868918,0.0006707288,0.0003165751,0.001760245],"category_scores_gemma":[0.0008015188,0.0008271149,0.0003951837,0.001494286,0.001813091,0.0004463497,0.0003199543,0.001000852,0.0002907974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548494,"about_ca_system_score_gemma":0.001354704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073712,"about_ca_topic_score_gemma":0.00001946087,"domain_scores_codex":[0.9925607,0.0003483072,0.0009870139,0.001815666,0.002404716,0.001883624],"domain_scores_gemma":[0.9939691,0.0007539223,0.0004469029,0.001916722,0.0006896589,0.002223675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004560476,0.003237383,0.9129617,0.006885312,0.001246477,0.00638511,0.0005534358,0.000171692,0.008676274,0.0008285511,0.0065144,0.04797918],"study_design_scores_gemma":[0.004203896,0.0009584763,0.9421425,0.002737452,0.001099173,0.0002536068,0.0003694515,0.03925416,0.0004918623,0.001850542,0.005667657,0.0009712556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498237,0.01500942,0.0003529819,0.004744847,0.0006107932,0.003138722,0.000221702,0.0005740894,0.02552371],"genre_scores_gemma":[0.9888961,0.000221946,0.0001796287,0.001251034,0.002036753,0.0003969622,0.0009672549,0.0002677002,0.005782668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04700793,"threshold_uncertainty_score":0.999418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452280088500122,"score_gpt":0.2683329383491572,"score_spread":0.2538101374641559,"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."}}