{"id":"W2963614808","doi":"10.1111/resp.13648","title":"Comparison of pre‐ and post‐bronchodilator lung function as predictors of mortality: The HUNT Study","year":2019,"lang":"en","type":"article","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa","funders":"Norwegian Institute of Public Health; Fakultet for medisin og helsevitenskap, Norges Teknisk-Naturvitenskapelige Universitet; Medical Research Council; Helse Midt-Norge; Innovative Research Group Project of the National Natural Science Foundation of China; Faculty of Medicine and Health, University of Sydney; Norges Teknisk-Naturvitenskapelige Universitet; AstraZeneca; EkstraStiftelsen Helse og Rehabilitering (Stiftelsen Dam); University of Bristol; Stiftelsen Kristian Gerhard Jebsen","keywords":"Medicine; COPD; Internal medicine; Bronchodilator; Obstructive lung disease; Lung cancer; Lung function; Pulmonary function testing; Receiver operating characteristic; Lung; Cardiology; Asthma","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":[0.002771452,0.0004110687,0.0005282132,0.0006895445,0.0002694347,0.001065641,0.000795136,0.000774158,0.0008674382],"category_scores_gemma":[0.003921598,0.0003798431,0.001027292,0.0006990026,0.0004244911,0.0005361427,0.0006716189,0.0006989854,0.0002108465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003823198,"about_ca_system_score_gemma":0.0004107336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01562057,"about_ca_topic_score_gemma":0.01765051,"domain_scores_codex":[0.9984155,0.0007267953,0.0001545752,0.0003445811,0.0002125221,0.0001459986],"domain_scores_gemma":[0.9970005,0.0007854537,0.0007739185,0.0005073882,0.0003478396,0.0005847861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001235968,0.00008325439,0.9962281,0.00002650667,0.0006676724,0.00008087111,0.000131556,0.00006673411,0.0002837892,0.00006248812,0.0002659944,0.0008670373],"study_design_scores_gemma":[0.00007212627,0.0001542467,0.9987572,0.00001778562,0.0002102852,0.00008530723,0.0001827254,0.0002607823,0.00007417787,0.00004854374,0.0001287447,0.000008024813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986007,0.0004198607,0.0001385048,0.00004796439,0.00001257713,0.00001371845,0.0005356669,0.000002198802,0.0002287671],"genre_scores_gemma":[0.9990177,0.0001007586,0.00009958556,0.00003234084,0.000009905159,0.00001559332,0.0005786771,0.000002452113,0.0001430287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01562057,"threshold_uncertainty_score":0.03105927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107488493750712,"score_gpt":0.3532193964366603,"score_spread":0.3321445114991532,"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."}}