{"id":"W3003441662","doi":"10.2147/copd.s228958","title":"<p>GOLD Classifications, COPD Hospitalization, and All-Cause Mortality in Chronic Obstructive Pulmonary Disease: The HUNT Study</p>","year":2020,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Norwegian Institute of Public Health; Fakultet for medisin og helsevitenskap, Norges Teknisk-Naturvitenskapelige Universitet; St. Olavs Hospital Universitetssykehuset i Trondheim; Medical Research Council; Helse Midt-Norge; Stiftelsen Kristian Gerhard Jebsen; University of Bristol; Faculty of Medicine and Health, University of Sydney; Norges Teknisk-Naturvitenskapelige Universitet; EkstraStiftelsen Helse og Rehabilitering (Stiftelsen Dam)","keywords":"COPD; Medicine; Gold standard (test); Pulmonary disease; Internal medicine; Obstructive lung disease; Receiver operating characteristic; Mortality rate; Cause of death; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0005053086,0.0002953349,0.0004399818,0.0002896339,0.00009340045,0.0001332527,0.0007106477,0.00008244637,0.0003537396],"category_scores_gemma":[0.0006982195,0.0002349395,0.0001959117,0.000442603,0.0003753619,0.0005314607,0.0002675153,0.0005627867,0.00002692771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136524,"about_ca_system_score_gemma":0.001291228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002583998,"about_ca_topic_score_gemma":0.00006174375,"domain_scores_codex":[0.9960919,0.0002856157,0.001003807,0.0004687497,0.001809255,0.0003406771],"domain_scores_gemma":[0.9970071,0.0002216986,0.0005347843,0.0003901432,0.001262184,0.000584032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002520667,0.002312019,0.9448435,0.0003205221,0.004506379,0.005280319,0.002049078,0.001003871,0.007077699,0.01156513,0.006803821,0.01171702],"study_design_scores_gemma":[0.002462906,0.0002137615,0.9774256,0.0001694953,0.000481471,0.0001931987,0.0006709927,0.005764375,0.00006021645,0.0009290586,0.01141733,0.0002116119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702405,0.008532395,0.000265227,0.01798951,0.0005052097,0.001075984,0.0001530348,0.00003107158,0.001207069],"genre_scores_gemma":[0.9966918,0.001241496,0.00006391054,0.0005567409,0.0009968069,0.00005269885,0.00008130367,0.00004500062,0.0002702341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03258211,"threshold_uncertainty_score":0.9580556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620831163589373,"score_gpt":0.3343001657216906,"score_spread":0.2980918540857969,"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."}}