{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.003249425,0.0003864604,0.001258532,0.00007927009,0.001938411,0.0001353988,0.0002587591,0.00008663283,0.000290604],"category_scores_gemma":[0.04419376,0.0002375965,0.0006789767,0.0006753562,0.0005947993,0.0001226686,0.0008522182,0.0008971536,0.00001789979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182877,"about_ca_system_score_gemma":0.000930347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04037088,"about_ca_topic_score_gemma":0.003626039,"domain_scores_codex":[0.9935968,0.001759127,0.000812117,0.001061115,0.002189977,0.0005808876],"domain_scores_gemma":[0.9895728,0.007938442,0.0001494042,0.0009472506,0.0001583749,0.001233762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008873534,0.000906467,0.9800124,0.00003101421,0.001660303,0.00004966043,0.0004967652,0.0002158821,6.705429e-8,0.000007410319,0.01562011,0.0001126331],"study_design_scores_gemma":[0.008735565,0.002178092,0.9075437,0.00001222324,0.0006860647,0.000001122777,0.0009211498,0.00006571489,2.601759e-7,0.0001002611,0.07952446,0.000231372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984426,0.0001240782,0.0001372311,0.01096798,0.0003238421,0.003255161,0.0005669841,0.0001545251,0.00004419603],"genre_scores_gemma":[0.9838617,0.00006355691,0.000105462,0.01537379,0.0001000875,0.0002082423,0.0001070642,0.00002714261,0.0001529882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07246862,"threshold_uncertainty_score":0.9993609,"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."}}