{"id":"W3108731130","doi":"10.1002/ejhf.1525","title":"November 2020 at a Glance: Focus on Comorbidities and Medical Treatment","year":2020,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Ejection fraction; Cardiology; Hazard ratio; Valsartan; Diabetes mellitus; Enalapril; Hyperkalemia; Concomitant; Endocrinology; Angiotensin-converting enzyme; Confidence interval; Blood pressure","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001087153,0.001070305,0.0009731227,0.001357711,0.0008321143,0.003860766,0.0009663854,0.004702285,0.3762228],"category_scores_gemma":[0.004048485,0.0003934426,0.0006262193,0.001024216,0.0004466131,0.003169267,0.002624577,0.005053543,0.2315752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111051,"about_ca_system_score_gemma":0.001914195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042063,"about_ca_topic_score_gemma":0.006610428,"domain_scores_codex":[0.9992977,0.0001250595,0.00006024717,0.0001035854,0.0002772057,0.0001361699],"domain_scores_gemma":[0.996259,0.000300594,0.0002127159,0.00009452218,0.0009429749,0.002190241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003585029,0.00003388497,0.0003208228,0.00009276458,0.000003338472,0.00005791688,0.000007887636,0.00001348116,0.00007395216,0.0004068271,0.944626,0.05432718],"study_design_scores_gemma":[0.00002807271,0.00002495527,0.002521627,0.0005225897,0.000004671526,0.00013785,0.00005387403,0.00003549261,0.00002000937,0.0007168218,0.9959259,0.000008175571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00182121,0.04752946,0.0009556215,0.4498422,0.1691559,0.0001910381,0.00413826,0.0007034186,0.3256629],"genre_scores_gemma":[0.008810349,0.06963394,0.00154946,0.1492008,0.2376386,0.0002944879,0.005782221,0.000533539,0.5265566],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3762228,"threshold_uncertainty_score":0.8897425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193471778047269,"score_gpt":0.2585057462022229,"score_spread":0.2365710284217502,"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."}}