{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002820246,0.0003220402,0.0003265226,0.0008172083,0.0002895587,0.0008154658,0.0006834613,0.0006916048,0.0009840131],"category_scores_gemma":[0.004948587,0.0002605561,0.000844663,0.0007262024,0.0004298425,0.0006183638,0.0007452385,0.0006885772,0.0002829714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008429379,"about_ca_system_score_gemma":0.0008559496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02456444,"about_ca_topic_score_gemma":0.03246171,"domain_scores_codex":[0.9990495,0.0003677308,0.00009016005,0.0001671831,0.0002254263,0.0000999318],"domain_scores_gemma":[0.9968471,0.0005858524,0.001166995,0.0003702058,0.0005471027,0.0004827961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852884,0.00003158498,0.9971588,0.00001767983,0.0001794324,0.0000205716,0.00004254032,0.00004468952,0.00004861385,0.00005186766,0.0008686061,0.001350378],"study_design_scores_gemma":[0.00004070815,0.00008973006,0.998362,0.00003446872,0.0001787507,0.00006997288,0.0001154421,0.0005388972,0.000067381,0.00008918508,0.0004066553,0.000006762637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968364,0.0006860315,0.0002728102,0.0002944366,0.00003666614,0.00003470692,0.001141752,0.000008065395,0.0006889846],"genre_scores_gemma":[0.9978948,0.0001310759,0.0003224347,0.0001044259,0.00003122653,0.00003158865,0.001107323,0.000004994248,0.0003722468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02456444,"threshold_uncertainty_score":0.04884291,"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."}}