{"id":"W3189482288","doi":"10.3389/fmed.2021.714570","title":"Risk Factors for Development and Severity of COVID-19 in COPD Patients","year":2021,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"Università degli Studi di Padova","keywords":"Medicine; COPD; DLCO; Exacerbation; Dyslipidemia; Internal medicine; Incidence (geometry); Cohort; Diabetes mellitus; Cohort study; Risk factor; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Pneumonia; Obesity; Lung; Lung function; Diffusing capacity; Disease","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":[0.0004002452,0.0001916846,0.000237769,0.0005674498,0.0004391925,0.0005305328,0.0002227487,0.0005047685,0.00153005],"category_scores_gemma":[0.001722034,0.0001623234,0.000318997,0.0005937758,0.000191145,0.0003522127,0.0004200503,0.000621177,0.0002171776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855379,"about_ca_system_score_gemma":0.0002526457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002291331,"about_ca_topic_score_gemma":0.002770844,"domain_scores_codex":[0.9997448,0.00005953629,0.00003022605,0.00005249036,0.00004941879,0.00006339987],"domain_scores_gemma":[0.9988261,0.000163877,0.0005204605,0.0000617196,0.0001088695,0.0003190715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003420817,0.0000107169,0.9995707,0.000001607959,0.000005069198,0.00003327099,0.00001105412,0.000007097009,0.00006142057,0.000004002768,0.0000153327,0.0002454996],"study_design_scores_gemma":[0.000001251213,0.00004842491,0.9995416,0.000002079196,0.00000571104,0.0002121238,0.00005009386,0.0000467335,0.00002199008,0.000009474932,0.00005925352,0.000001297845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990327,0.0003142997,0.00004929663,0.0000382871,0.000005857819,0.000005724219,0.0001577376,0.000001787621,0.0003943669],"genre_scores_gemma":[0.9995347,0.00007425749,0.00004384311,0.00001299192,0.00001214501,0.000003599225,0.000191687,7.790227e-7,0.0001259983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002291331,"threshold_uncertainty_score":0.005118549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494896520928261,"score_gpt":0.315840875820026,"score_spread":0.2908919106107434,"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."}}