{"id":"W3163231357","doi":"10.1016/j.cjco.2021.04.017","title":"The COVID-19 Pandemic and Coronary Angiography for ST-Elevation Myocardial Infarction, Use of Mechanical Support, and Mechanical Complications in Canada: A Canadian Association of Interventional Cardiology National Survey","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Regina General Hospital; St. Paul's Hospital; Montreal Heart Institute; Sunnybrook Health Science Centre; St. Boniface Hospital; Kingston General Hospital; Thunder Bay Regional Health Sciences Centre; Jewish General Hospital; Kelowna General Hospital; Centre hospitalier universitaire de Québec; Centre Intégré de Santé et de Services Sociaux des Laurentides; St. Michael's Hospital; Southlake Regional Health Center; Hôpital Maisonneuve-Rosemont; Université du Québec en Outaouais; Royal Columbian Hospital; The Scarborough Hospital; Toronto General Hospital; Royal University Hospital; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Hamilton Health Sciences; Royal Alexandra Hospital; Saint John Regional Hospital; William Osler Health System; London Health Sciences Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut universitaire de cardiologie et de pneumologie de Québec; Trillium Health Centre; Foothills Medical Centre; McGill University Health Centre; University of Ottawa; University Health Network; Windsor Regional Hospital; Health Sciences Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier de l’Université de Montréal; St. John’s Health Sciences Centre; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Coronary angiography; Myocardial infarction; Cardiology; Internal medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Interventional cardiology; Emergency medicine; Medical emergency; Virology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001757598,0.00007280567,0.0003245668,0.0001248326,0.0001260185,0.0000174894,0.0000769972,0.0001038015,0.00001722129],"category_scores_gemma":[0.004775728,0.00006778604,0.00007062407,0.0002562826,0.00004247596,0.00008880661,0.00007270758,0.0001264745,1.018226e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290429,"about_ca_system_score_gemma":0.01211251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9193379,"about_ca_topic_score_gemma":0.9970139,"domain_scores_codex":[0.9986531,0.0003153909,0.0004332132,0.0001977358,0.0002243465,0.0001762393],"domain_scores_gemma":[0.9965732,0.002164588,0.000177343,0.0001213587,0.0007093193,0.0002541599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001914936,0.00001872064,0.986797,0.00004661717,0.0001856355,0.000002730041,0.00003896071,0.0000174322,0.0001022358,0.004921562,0.006970528,0.0007070368],"study_design_scores_gemma":[0.001325784,0.0001241877,0.9805428,0.00002059432,0.00004821728,0.00005768704,0.00008249204,0.000222633,0.000005602988,0.001742839,0.0157714,0.00005574715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414112,0.0003788503,0.001713664,0.04741364,0.000355297,0.002478531,0.006159533,0.00001037989,0.00007888258],"genre_scores_gemma":[0.9955279,0.000142361,0.0001305573,0.002934228,0.00002804,0.00007553239,0.001122752,0.000006717408,0.00003187837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07767594,"threshold_uncertainty_score":0.9934879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1656873426734932,"score_gpt":0.4033843045451511,"score_spread":0.2376969618716578,"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."}}