{"id":"W3165813203","doi":"10.1016/j.acvd.2021.04.003","title":"History of heart failure in patients with coronavirus disease 2019: Insights from a French registry","year":2021,"lang":"en","type":"article","venue":"Archives of cardiovascular diseases","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Réseau Île-de-France sur l'insuffisance cardiaque","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Hazard ratio; Cardiology; Clinical endpoint; Heart failure with preserved ejection fraction; Confidence interval; Clinical trial","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":[],"consensus_categories":[],"category_scores_codex":[0.00006060356,0.0002013485,0.001000117,0.0001433734,0.00002353584,0.000004128586,0.0001669791,0.00003913687,0.00005204253],"category_scores_gemma":[0.004912346,0.0001637316,0.001022439,0.0001767359,0.0006875255,0.00007740622,0.0002474267,0.0002042426,0.000003728058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184714,"about_ca_system_score_gemma":0.001623935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006071986,"about_ca_topic_score_gemma":0.00003876952,"domain_scores_codex":[0.9974435,0.000285629,0.0004074697,0.0005320183,0.001086247,0.0002451461],"domain_scores_gemma":[0.9964749,0.001514653,0.00009707745,0.001276411,0.0002026918,0.0004342881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001444679,0.001411386,0.9861247,0.0008963198,0.00270785,0.0002721693,0.0002298231,0.0003557778,0.0001096909,0.00002429546,0.001055987,0.005367333],"study_design_scores_gemma":[0.004166179,0.0001854491,0.9419371,0.000757838,0.001000029,1.725608e-7,0.00003072236,0.00002685888,0.00006535883,0.0003723343,0.05130729,0.0001506044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124396,0.08558488,0.0001937914,0.0003623665,0.00007885111,0.0005386915,0.0005226267,0.00002694176,0.0002521985],"genre_scores_gemma":[0.997488,0.001078428,0.0006471633,0.0001328528,0.00006167002,0.00003640372,0.0003272641,0.00002532362,0.0002029107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08504833,"threshold_uncertainty_score":0.6676782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605628210747491,"score_gpt":0.2860562340729329,"score_spread":0.269999951965458,"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."}}