{"id":"W4312278591","doi":"10.1183/13993003.congress-2022.2725","title":"Determinants of DLCO and contribution to exercise capacity and symptoms","year":2022,"lang":"en","type":"article","venue":"01.05 - Clinical respiratory physiology, exercise and functional imaging","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"DLCO; Pulmonary function testing; Spirometry; Population; Medicine; Diffusing capacity; Pulmonary Diffusing Capacity; Cardiology; Internal medicine; Physical therapy; Lung; 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":[0.0005652946,0.0002710773,0.0002374974,0.0007567522,0.0002322861,0.0005461091,0.0004207936,0.0005487407,0.004584728],"category_scores_gemma":[0.004973878,0.0001581838,0.0002899556,0.0006279842,0.0004356858,0.0003148516,0.0004428339,0.0006761798,0.0005670832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003446327,"about_ca_system_score_gemma":0.0004043371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008934129,"about_ca_topic_score_gemma":0.005513351,"domain_scores_codex":[0.9996338,0.00008620281,0.00003830637,0.00007232532,0.00008619788,0.00008323538],"domain_scores_gemma":[0.9969914,0.0007873123,0.0009434512,0.0001471957,0.000325276,0.0008053859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003489853,0.00001469208,0.9990741,0.000004108213,0.00001405753,0.00002364348,0.00001079477,0.0000271689,0.00008323084,0.00001001474,0.00006307254,0.0006401123],"study_design_scores_gemma":[0.000001037915,0.00001864762,0.9996504,0.000002592863,0.000006776558,0.0001111789,0.0000239943,0.00009513001,0.00002142556,0.00001332308,0.00005445588,0.000001147476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971048,0.000611738,0.0001149128,0.0002225644,0.00001082751,0.00001104082,0.0004865774,0.000009303415,0.001428276],"genre_scores_gemma":[0.9995391,0.0000572071,0.00004319998,0.0000176541,0.00001668273,0.000003402254,0.0001888285,0.000002031174,0.0001318803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008934129,"threshold_uncertainty_score":0.01776427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04353680360337388,"score_gpt":0.3480827057463612,"score_spread":0.3045459021429874,"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."}}