{"id":"W4283078935","doi":"10.14740/cr1389","title":"Outcomes of Heart Failure in COVID-19 Patients: An Appalachian Experience","year":2022,"lang":"en","type":"article","venue":"Cardiology Research","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care unit; Retrospective cohort study; Coronavirus disease 2019 (COVID-19); Concomitant; Internal medicine; Mechanical ventilation; Heart failure; Odds; Odds ratio; Emergency medicine; Cohort; Cardiology; Logistic regression; Disease; 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":[0.0002826136,0.0002772776,0.0003468094,0.0006200674,0.001535104,0.0007032258,0.0002915162,0.0003258,0.0008132147],"category_scores_gemma":[0.0007309082,0.0002147677,0.0002437559,0.001300339,0.0004138669,0.0005089071,0.0008956929,0.0005411769,0.00010367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009831721,"about_ca_system_score_gemma":0.001398423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0447172,"about_ca_topic_score_gemma":0.07777762,"domain_scores_codex":[0.9996749,0.000060181,0.00002798951,0.00004975604,0.00005411774,0.000133093],"domain_scores_gemma":[0.9993918,0.0000554893,0.0002339632,0.00001965207,0.00006757909,0.0002314989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000340789,0.00005316599,0.9976062,0.00001085155,0.00001717616,0.0005501548,0.0005996549,0.00001419699,0.00008450318,0.00001508825,0.0001594781,0.0008554274],"study_design_scores_gemma":[0.000005831397,0.00006939781,0.9971296,0.00001381566,0.00001080981,0.0005428299,0.001912225,0.00005739936,0.00001395721,0.00001816573,0.0002218124,0.000004253779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993719,0.00009021728,0.00001309605,0.00009581249,0.000005397109,0.000007527854,0.0001375568,6.334371e-7,0.0002778162],"genre_scores_gemma":[0.999409,0.0001501386,0.00002541508,0.00009211349,0.00001450839,0.00001689182,0.0002221855,5.019278e-7,0.00006930735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0447172,"threshold_uncertainty_score":0.0889138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544565757587859,"score_gpt":0.5354317142281471,"score_spread":0.3809751384693612,"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."}}