{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004229073,0.0001300132,0.0004999031,0.0001282713,0.00003918595,0.000004050316,0.0001275389,0.0001068604,0.000379671],"category_scores_gemma":[0.000158083,0.00009130954,0.00007692119,0.0001590305,0.0003027676,0.00005133914,0.0001607963,0.0002638859,0.00001474052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007110565,"about_ca_system_score_gemma":0.0001977723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003234208,"about_ca_topic_score_gemma":0.00003446126,"domain_scores_codex":[0.9983203,0.0002629117,0.0004144055,0.0003162975,0.0004474942,0.0002386134],"domain_scores_gemma":[0.9987305,0.0002191074,0.0001785357,0.0005822691,0.0001782429,0.0001113488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00205553,0.0006159097,0.9806951,0.0003469088,0.0003979461,0.000005811401,0.0007176141,0.00002209769,0.01363725,0.0002714462,0.00009940487,0.001135],"study_design_scores_gemma":[0.001835583,0.003146311,0.9912021,0.00002408928,0.0003527379,0.00001062557,0.001365718,0.000716355,0.0005818265,0.00005520915,0.0006486494,0.00006077451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994689,0.001811235,0.000005223717,0.0002578811,0.0001935799,0.001638499,0.00001929102,0.00001810503,0.00136721],"genre_scores_gemma":[0.9993376,0.00001581261,0.000004531061,0.00007800898,0.00008819766,0.00003098404,0.00001312556,0.00001738717,0.0004143534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01305542,"threshold_uncertainty_score":0.4157132,"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."}}