{"id":"W4378745707","doi":"10.1016/j.jacadv.2023.100307","title":"Sex-Based Differences in Severe Outcomes, Including Cardiovascular Hospitalization, in Adults With COVID-19 in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"JACC Advances","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Canadian VIGOUR Centre; University of Alberta; Health Sciences Centre; Heart and Stroke Foundation; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Women's College Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; Ministry of Health -Singapore; Institute for Clinical Evaluative Sciences","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Demography; Emergency medicine; Internal medicine; Virology; Disease; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007125618,0.0002882633,0.0004379769,0.0007884729,0.002265064,0.0009005509,0.0009190925,0.0003534438,0.001814122],"category_scores_gemma":[0.00194528,0.0003125235,0.0005545999,0.002372888,0.0006164425,0.0003038064,0.0007621152,0.0004938582,0.0001430121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01744012,"about_ca_system_score_gemma":0.02354856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921821,"about_ca_topic_score_gemma":0.9956656,"domain_scores_codex":[0.9990884,0.00007139419,0.00006517579,0.0001644609,0.0002392201,0.0003713667],"domain_scores_gemma":[0.9984519,0.00007701278,0.0004315227,0.00007116299,0.0006072407,0.0003610872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005354174,0.00001052241,0.9972541,0.00001674643,0.00003119951,0.00005434793,0.0004679608,0.00003244239,0.00007484138,0.00006241971,0.0006015889,0.001340497],"study_design_scores_gemma":[0.000006224046,0.00001404978,0.9986761,0.0000201489,0.00001582119,0.00004096713,0.0006143101,0.00008199066,0.00001948237,0.00001865058,0.0004875711,0.000004692542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898307,0.001117837,0.0001640941,0.0005538331,0.00002092459,0.00005460642,0.005568622,0.000009824652,0.00267965],"genre_scores_gemma":[0.9976271,0.0003878289,0.0001022924,0.0001036951,0.00000636941,0.00001661607,0.001151717,0.000003776335,0.0006006737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01744012,"threshold_uncertainty_score":0.1265376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04345662334337234,"score_gpt":0.3574168234045785,"score_spread":0.3139602000612061,"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."}}