{"id":"W4285060148","doi":"10.5334/gh.1128","title":"Cardiovascular Risk Factors and Clinical Outcomes among Patients Hospitalized with COVID-19: Findings from the World Heart Federation COVID-19 Study","year":2022,"lang":"en","type":"article","venue":"Global Heart","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"European and Developing Countries Clinical Trials Partnership; Fogarty International Center; Medical Research Council; National Institutes of Health; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Conselho Nacional de Desenvolvimento Científico e Tecnológico; European Commission","keywords":"Medicine; Heart failure; Myocardial infarction; Internal medicine; Mace; Mortality rate; Emergency medicine; Percutaneous coronary intervention","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":[0.00133512,0.0003193518,0.0004338949,0.001167117,0.0005957636,0.0008574953,0.0004217877,0.0003956527,0.001005628],"category_scores_gemma":[0.002534651,0.0001870781,0.0005014447,0.001583823,0.0003016028,0.0005041466,0.001119042,0.0006083751,0.0001666714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004266493,"about_ca_system_score_gemma":0.0005619663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007571557,"about_ca_topic_score_gemma":0.009447109,"domain_scores_codex":[0.9993052,0.000191893,0.0001090089,0.0001087223,0.0001235283,0.0001616411],"domain_scores_gemma":[0.9971747,0.0003388252,0.001457491,0.0001562865,0.0003240566,0.0005485852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002274194,0.000009854997,0.999525,0.000006858743,0.00001302497,0.00002117927,0.00003397894,0.000007597781,0.00001453118,0.000003903405,0.0001062318,0.0002351814],"study_design_scores_gemma":[0.000003672738,0.00002446236,0.9995357,0.000012302,0.00001033477,0.00006582138,0.0002132452,0.00002549777,0.000007670954,0.00000434875,0.00009511212,0.000001836874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962996,0.0004222588,0.00006672896,0.0001013445,0.00001514981,0.00002941513,0.002385146,0.000003847424,0.0006765421],"genre_scores_gemma":[0.9978573,0.0001568809,0.00006149202,0.00005621994,0.00001939251,0.00003199017,0.001754031,0.00000145696,0.00006125282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007571557,"threshold_uncertainty_score":0.01505494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04943038285285236,"score_gpt":0.4192015907557874,"score_spread":0.3697712079029351,"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."}}