{"id":"W3157956473","doi":"10.1016/j.chest.2021.04.033","title":"Clinical and Prognostic Impact of Low Diffusing Capacity for Carbon Monoxide Values in Patients With Global Initiative for Obstructive Lung Disease I COPD","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"AstraZeneca","keywords":"DLCO; Medicine; COPD; Diffusing capacity; Internal medicine; Cardiology; Proportional hazards model; Hazard ratio; BODE index; Lung; Confidence interval; Pulmonary rehabilitation; Lung function","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":[0.0009328986,0.0007154404,0.000889473,0.001012213,0.0007104757,0.001635953,0.0008145199,0.001641026,0.002151374],"category_scores_gemma":[0.005957335,0.0003509983,0.001111166,0.001276427,0.0008933737,0.001268365,0.0008370529,0.001769534,0.0004075257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005478706,"about_ca_system_score_gemma":0.0005877222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00340832,"about_ca_topic_score_gemma":0.004973635,"domain_scores_codex":[0.9993095,0.0001868245,0.00009344803,0.0001229486,0.0001175264,0.0001696837],"domain_scores_gemma":[0.9965329,0.001147205,0.001014657,0.0001508142,0.0002961896,0.0008582412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003770804,0.00005300059,0.9981856,0.00001219756,0.00006288449,0.0001377153,0.00003972526,0.00006569587,0.00009446331,0.00002296516,0.00009289906,0.0008557668],"study_design_scores_gemma":[0.00001667213,0.0001625604,0.9987341,0.00001038249,0.0000837896,0.0002580746,0.0002504582,0.000260564,0.00003256365,0.0000740639,0.0001058708,0.00001094866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963722,0.001250163,0.00006590687,0.0003388725,0.00005585315,0.000008973584,0.0003590451,0.000005810808,0.001543188],"genre_scores_gemma":[0.9991909,0.0001588941,0.00003477871,0.00006089766,0.0000660833,0.000004333933,0.0003456224,0.000001712327,0.0001367129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00340832,"threshold_uncertainty_score":0.007197022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309067737310189,"score_gpt":0.3471447541025459,"score_spread":0.314054076729444,"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."}}