{"id":"W4401410569","doi":"10.21203/rs.3.rs-4714177/v1","title":"Characterizing the association between asthma and clinical outcomes in emergency department patients with symptomatic COVID-19","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Alberta; University of British Columbia; Queen's University","funders":"","keywords":"Medicine; Asthma; Poisson regression; Emergency department; Confounding; Intubation; Retrospective cohort study; Relative risk; Internal medicine; Cohort study; Cohort; Emergency medicine; Pediatrics; Confidence interval; Surgery; Population","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":[0.004446701,0.0003222404,0.0006669908,0.001037837,0.000712132,0.001605568,0.0007709295,0.001202249,0.005077196],"category_scores_gemma":[0.02512762,0.0003055184,0.0008143814,0.00193406,0.0004134809,0.0008086918,0.001576183,0.001511569,0.001149192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006533338,"about_ca_system_score_gemma":0.001443979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005384241,"about_ca_topic_score_gemma":0.005881058,"domain_scores_codex":[0.9961993,0.001487809,0.0004602312,0.000622718,0.0004852344,0.00074471],"domain_scores_gemma":[0.9862474,0.00488033,0.004354663,0.001309362,0.001707797,0.00150038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006649792,0.0001058719,0.9936613,0.00006221553,0.0001333648,0.00005791106,0.0001170846,0.00003384032,0.0001149083,0.0001138908,0.002029119,0.002905492],"study_design_scores_gemma":[0.00006710995,0.0001746301,0.9978293,0.00006226475,0.0001079905,0.0001495712,0.0004169766,0.0001145589,0.00006027337,0.0001805438,0.0008290494,0.000007779588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853771,0.001463073,0.0003143871,0.001108647,0.00009981434,0.00006458587,0.008411502,0.000009963321,0.00315086],"genre_scores_gemma":[0.9898914,0.0004535633,0.0004463481,0.0003889358,0.0001541397,0.00008959979,0.0080911,0.00001221436,0.0004727004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005384241,"threshold_uncertainty_score":0.02351665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100406848316694,"score_gpt":0.5141479076941025,"score_spread":0.4041072228624331,"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."}}