{"id":"W3081958277","doi":"10.1016/j.cjco.2020.09.003","title":"Cardiovascular Pathophysiology, Epidemiology, and Treatment Considerations of Coronavirus Disease 2019 (COVID-19): A Review","year":2020,"lang":"en","type":"review","venue":"CJC Open","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca; Faculty of Medicine, McGill University; McGill University","keywords":"Medicine; Disease; Intensive care medicine; Internal medicine; Epidemiology; Comorbidity; Diabetes mellitus; Myocarditis; Pandemic; Observational study; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002316533,0.0005495465,0.009965921,0.0000901859,0.0001676998,0.00001480879,0.0003617195,0.0002289777,0.000320383],"category_scores_gemma":[0.1567852,0.000356067,0.001987433,0.0002598531,0.0008149974,0.00005530152,0.001395188,0.0004634748,0.0001302605],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004709334,"about_ca_system_score_gemma":0.005834233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008191342,"about_ca_topic_score_gemma":0.00001302181,"domain_scores_codex":[0.9942783,0.002392517,0.001514759,0.001153587,0.0002502831,0.0004105814],"domain_scores_gemma":[0.9762549,0.02010193,0.0005089166,0.001521598,0.0001674128,0.001445227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007808879,0.0001656705,0.00006358844,0.1068209,0.003879473,0.0006709511,0.00001698336,0.000001765101,1.107823e-7,0.0003154314,0.007863155,0.8801239],"study_design_scores_gemma":[0.001108169,0.0005643843,0.0001452707,0.02338975,0.01047094,0.00001630834,0.000002978072,0.000004095444,2.299446e-8,0.0009372887,0.9631142,0.0002465731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.22226e-7,0.9765798,0.00003395604,0.01350498,0.00006857445,0.008573526,0.001083914,0.00003055943,0.0001242867],"genre_scores_gemma":[0.000004696564,0.9846564,0.0004080426,0.01223041,0.0001643526,0.001678603,0.0004764519,0.00004572783,0.0003353005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.955251,"threshold_uncertainty_score":0.9998891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.388486223063047,"score_gpt":0.5669153285260514,"score_spread":0.1784291054630044,"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."}}