{"id":"W3089061714","doi":"10.22541/au.159413295.56725256","title":"Decrease in asthma exacerbation prevalence during the Covid-19 lockdown in a moderate-severe asthma cohort","year":2020,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Medicine; Exacerbation; Cohort; Social distance; Asthma exacerbations; Pandemic; Respiratory tract infections; Cohort study; Immunology; Disease; Pediatrics; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Internal medicine; Respiratory system; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004433621,0.0002696331,0.0004961818,0.0004863305,0.0005925278,0.0005136555,0.0003531013,0.0005219165,0.001651901],"category_scores_gemma":[0.00130035,0.0001849236,0.0006349754,0.0005388422,0.0001669699,0.0003547543,0.0004950159,0.0008764911,0.0002836878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006039039,"about_ca_system_score_gemma":0.0004354491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388381,"about_ca_topic_score_gemma":0.02488355,"domain_scores_codex":[0.999456,0.00006284629,0.0000510982,0.0001798298,0.0001134689,0.0001368543],"domain_scores_gemma":[0.9987519,0.00009402844,0.0003646605,0.00008459434,0.0002403763,0.0004643907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005545745,0.00006897764,0.996812,0.00002408085,0.00008273638,0.00005644182,0.00005044722,0.00001060829,0.000418408,0.000006265646,0.0003344641,0.001580914],"study_design_scores_gemma":[0.000007981885,0.0001474236,0.999422,0.000004629426,0.00002830145,0.00008127326,0.00005073617,0.00003322663,0.00002989765,0.000002408993,0.0001894671,0.000002852257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976887,0.0006562057,0.0000612268,0.0001120109,0.00002744295,0.00002049404,0.001025463,0.000006198993,0.0004022289],"genre_scores_gemma":[0.9982885,0.0001936936,0.00007552483,0.00009286603,0.00005274283,0.00002125527,0.001009464,0.000003495344,0.0002625443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01388381,"threshold_uncertainty_score":0.02760595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06008494164296739,"score_gpt":0.3954126690822532,"score_spread":0.3353277274392858,"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."}}