{"id":"W4367600035","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a6244","title":"The Effect of the COVID-19 Pandemic on Community Respiratory Virus Prevalence and Healthcare Utilization Related to Asthma, Chronic Obstructive Pulmonary Disease, and Respiratory Tract Infection","year":2023,"lang":"en","type":"article","venue":"","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Asthma; Medicine; Pandemic; Pulmonary disease; Coronavirus disease 2019 (COVID-19); Respiratory tract; Health care; Intensive care medicine; Respiratory system; Disease; Internal medicine; Infectious disease (medical specialty)","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":[0.001403387,0.0002834199,0.0003505698,0.0006174766,0.0006347564,0.001066626,0.000553493,0.001376626,0.004188643],"category_scores_gemma":[0.004953264,0.0003219088,0.001553488,0.001006755,0.0005068931,0.001078552,0.001577913,0.001827608,0.000405534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008753505,"about_ca_system_score_gemma":0.001490014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05727036,"about_ca_topic_score_gemma":0.0716822,"domain_scores_codex":[0.9985425,0.000461308,0.0001024449,0.0001954581,0.0001590061,0.0005392178],"domain_scores_gemma":[0.9973007,0.0004750242,0.0008673755,0.000180255,0.0003219666,0.0008547117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000360415,0.0001432033,0.995027,0.00002282269,0.000192663,0.00008454418,0.00008830005,0.0001459763,0.000144926,0.00009738698,0.0006319312,0.003060719],"study_design_scores_gemma":[0.000004320241,0.00006793864,0.9992862,0.00001051363,0.00001974779,0.00003651681,0.0002292479,0.0001026365,0.00001502794,0.00001809702,0.0002068228,0.000003039046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920331,0.001380754,0.00008359404,0.001319807,0.000145289,0.00001567002,0.002272251,0.000008374362,0.002741197],"genre_scores_gemma":[0.9980721,0.00030676,0.00004405496,0.0002407493,0.00007349165,0.000007887711,0.0008810601,0.00000414621,0.0003696645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05727036,"threshold_uncertainty_score":0.113874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109857229728927,"score_gpt":0.4211705834201657,"score_spread":0.310184860447273,"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."}}