{"id":"W4390126533","doi":"10.1016/j.jval.2023.09.142","title":"CO70 COPD Exacerbations Pre, During, and Post COVID-19 Pandemic in the US","year":2023,"lang":"en","type":"article","venue":"Value in Health","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; COPD; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Intensive care medicine; Virology; Internal medicine; Infectious disease (medical specialty); 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":[0.0003710583,0.000272867,0.000342638,0.000824756,0.001043175,0.0008946621,0.0005613824,0.001033443,0.002781802],"category_scores_gemma":[0.001933348,0.0002541869,0.0005741508,0.001422293,0.0003180723,0.000890183,0.001428738,0.001332643,0.0003602047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872351,"about_ca_system_score_gemma":0.002825286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2199322,"about_ca_topic_score_gemma":0.359961,"domain_scores_codex":[0.9990029,0.0001298105,0.0001202708,0.0001586606,0.0001790238,0.0004094271],"domain_scores_gemma":[0.9987521,0.00009386487,0.0004524628,0.00004597693,0.0002283893,0.000427188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002926896,0.0001123845,0.9893252,0.00004258914,0.00006895295,0.0001389722,0.0003033036,0.00009181306,0.00013761,0.0000951468,0.004275404,0.005115874],"study_design_scores_gemma":[0.00000489944,0.00003255507,0.9978903,0.00002771686,0.00001401672,0.00007115994,0.000967794,0.0001329807,0.00002502603,0.0000418631,0.0007861738,0.000005511931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845137,0.00129674,0.00006989107,0.001882976,0.00008458368,0.00004334043,0.008804115,0.00001862577,0.00328588],"genre_scores_gemma":[0.9934226,0.0004617524,0.00003636477,0.0006036463,0.00007014487,0.0000351885,0.004506229,0.000005758627,0.0008584389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2199322,"threshold_uncertainty_score":0.4373042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06418947601148334,"score_gpt":0.3799944225302698,"score_spread":0.3158049465187865,"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."}}