{"id":"W3131270346","doi":"10.14740/cr1199","title":"Cardiovascular Health and Disease in the Context of COVID-19","year":2021,"lang":"en","type":"review","venue":"Cardiology Research","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Context (archaeology); Myocarditis; Cardiology; Internal medicine; Asymptomatic; Endothelial dysfunction; Disease; Intensive care medicine; Pandemic; Heart failure; Hypoxemia; Troponin; Exacerbation; Myocardial infarction; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005453131,0.000220185,0.0004155585,0.0006289902,0.001023644,0.001065683,0.0002326265,0.0009396309,0.002640211],"category_scores_gemma":[0.001664572,0.000140731,0.0002927718,0.000688802,0.0007101829,0.0007848148,0.001060226,0.001892368,0.0002965641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005959467,"about_ca_system_score_gemma":0.000721547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005647934,"about_ca_topic_score_gemma":0.008368954,"domain_scores_codex":[0.9994363,0.0001700002,0.00005136342,0.0001103076,0.00009741283,0.0001345201],"domain_scores_gemma":[0.9993873,0.00009048345,0.0002018186,0.00003120131,0.00009969748,0.0001895149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006416172,0.0002067409,0.8941666,0.0006937258,0.0003154601,0.01885318,0.002011453,0.0003019263,0.002593232,0.008442574,0.009656989,0.06211656],"study_design_scores_gemma":[0.00001946711,0.0003838177,0.9396481,0.0010806,0.0001647434,0.02297,0.002164472,0.0004459094,0.0002551104,0.006481852,0.02632198,0.00006390656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7905933,0.1263519,0.001752146,0.02881803,0.001696204,0.000100719,0.001742411,0.00006973734,0.04887554],"genre_scores_gemma":[0.9686964,0.02432476,0.0005193924,0.002829512,0.001803536,0.00002094205,0.0005672481,0.000006270208,0.001231858],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005647934,"threshold_uncertainty_score":0.01123011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4057985154794251,"score_gpt":0.6032857979896153,"score_spread":0.1974872825101902,"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."}}