{"id":"W4392799119","doi":"10.1183/13993003.01622-2023","title":"FEV<sub>1</sub>Q: a race-neutral approach to assessing lung function","year":2024,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute","keywords":"Medicine; Spirometry; National Health and Nutrition Examination Survey; Percentile; Demography; Hazard ratio; Internal medicine; Population; Pulmonary function testing; Cardiology; Confidence interval; Asthma; Statistics; Environmental health","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":[0.003935239,0.0005890533,0.0006777673,0.001247686,0.0004186941,0.001332242,0.0008846696,0.0006303594,0.001613982],"category_scores_gemma":[0.003857512,0.0001242665,0.0004513609,0.000642687,0.0009986789,0.0006811582,0.0009281762,0.0006048019,0.0005127984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00052849,"about_ca_system_score_gemma":0.0007569571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003116518,"about_ca_topic_score_gemma":0.004724453,"domain_scores_codex":[0.9975423,0.001337777,0.0001606192,0.0004043262,0.0004322843,0.0001227962],"domain_scores_gemma":[0.9987206,0.0002474333,0.0004749249,0.0001076257,0.000289543,0.0001598234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008365471,0.0002443535,0.9130296,0.0002501236,0.0002500032,0.000181936,0.0003571795,0.0009779889,0.00708357,0.002239992,0.002262007,0.07228667],"study_design_scores_gemma":[0.0000669302,0.001703604,0.9533408,0.0002614624,0.0003641016,0.001899121,0.0007834973,0.01425341,0.005349784,0.005659567,0.01623398,0.00008373435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9128631,0.00661705,0.0594951,0.003146441,0.0004306707,0.0005497073,0.002464898,0.0001882615,0.01424481],"genre_scores_gemma":[0.9781747,0.0006924845,0.01759754,0.0007574576,0.0002515896,0.0002935269,0.0004352951,0.000024626,0.001772712],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003935239,"threshold_uncertainty_score":0.02081174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357180763264444,"score_gpt":0.3108402461133034,"score_spread":0.275122169786859,"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."}}