{"id":"W3215902319","doi":"10.1183/13993003.congress-2021.pa962","title":"COVID-19 prevalence, risk factors and outcomes in COPD","year":2021,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Medicine; COPD; Dyslipidemia; Internal medicine; Cohort; DLCO; Diabetes mellitus; Retrospective cohort study; Pneumonia; Cohort study; Obesity; Lung; Lung function; Diffusing capacity","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":[0.0003005803,0.000149014,0.0001789576,0.0006273303,0.0003279365,0.0004953798,0.0002299715,0.0003788054,0.002094492],"category_scores_gemma":[0.0011223,0.0001171789,0.0001728276,0.0006881479,0.0001568534,0.000313401,0.0004389234,0.000374627,0.0002360487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022475,"about_ca_system_score_gemma":0.0002245576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003420652,"about_ca_topic_score_gemma":0.003430577,"domain_scores_codex":[0.9998291,0.00002801832,0.00002240989,0.00004689698,0.00003384744,0.00003977576],"domain_scores_gemma":[0.9992305,0.00008874093,0.0003739333,0.0000409844,0.00008248797,0.0001834346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005774977,0.00001081888,0.9989675,0.000006213756,0.000008365176,0.00004546101,0.000008758732,0.000009226034,0.000103316,0.000008647094,0.0001007353,0.0006731448],"study_design_scores_gemma":[0.000002434356,0.00002629885,0.9994287,0.000006933724,0.000006339895,0.0002647072,0.00004559025,0.00005447647,0.00003004568,0.00001213822,0.0001211852,0.000001065142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970149,0.0009829612,0.00006846255,0.000127672,0.00001540774,0.00000724122,0.0009953213,0.000004741839,0.0007834077],"genre_scores_gemma":[0.9982009,0.0003100951,0.00006992037,0.00002796389,0.00003357136,0.000006676669,0.00117795,0.000002035477,0.0001709275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003420652,"threshold_uncertainty_score":0.007006705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02854694787931942,"score_gpt":0.3411660307818154,"score_spread":0.312619082902496,"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."}}