{"id":"W2912786687","doi":"10.1016/j.chest.2019.02.001","title":"Is the Slow Vital Capacity Clinically Useful to Uncover Airflow Limitation in Subjects With Preserved FEV1/FVC Ratio?","year":2019,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Medical Research Council Canada","keywords":"Medicine; Spirometry; Vital capacity; Cardiology; Internal medicine; Airway obstruction; Air trapping; Ventilation (architecture); Airway resistance; Pulmonary function testing; Airway; Lung function; Lung; Anesthesia; Asthma; Diffusing capacity","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0019937,0.001058627,0.001945695,0.001572726,0.0005766419,0.001639246,0.001205996,0.003476145,0.002299214],"category_scores_gemma":[0.00920479,0.0003438801,0.0009942789,0.0008188066,0.001215056,0.00201142,0.000398448,0.001745739,0.001287273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004138446,"about_ca_system_score_gemma":0.0009852059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001607756,"about_ca_topic_score_gemma":0.003736384,"domain_scores_codex":[0.9989045,0.0002454403,0.0002132508,0.0001622585,0.000249407,0.0002251838],"domain_scores_gemma":[0.9952667,0.001935907,0.0008916931,0.0001367527,0.001109864,0.0006591363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001308101,0.0002617341,0.9530687,0.000398195,0.0001828565,0.001841347,0.0001397551,0.0001695251,0.00294717,0.0002444441,0.004002767,0.03543533],"study_design_scores_gemma":[0.00021929,0.002107607,0.9698336,0.001104428,0.0007502283,0.009465071,0.002188538,0.002917472,0.003051302,0.001169167,0.00708037,0.000112841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280694,0.03358034,0.001665388,0.01554044,0.002611902,0.0001697019,0.001155114,0.0001110194,0.01709674],"genre_scores_gemma":[0.9891556,0.004184519,0.001158152,0.002010255,0.0022015,0.00005763604,0.0004219143,0.00001290059,0.0007975976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003476145,"threshold_uncertainty_score":0.01054382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351062882476697,"score_gpt":0.3058471389171732,"score_spread":0.2623365100924062,"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."}}