{"id":"W2991390341","doi":"10.1002/ejhf.1274","title":"November 2019 at a Glance. Chronic and Acute Heart Failure: From Epidemiology to Treatment","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Valsartan; Ejection fraction; Internal medicine; Population; Epidemiology; Hazard ratio; Cardiology; Sacubitril, Valsartan; Intensive care medicine; Blood pressure; Confidence interval; Environmental health","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":[0.001283078,0.0008874544,0.00100586,0.002934837,0.0008937811,0.00513454,0.00102543,0.004509906,0.3454819],"category_scores_gemma":[0.008796412,0.000543436,0.0005975424,0.002380916,0.0007699142,0.003699942,0.002162699,0.005925315,0.1978198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329979,"about_ca_system_score_gemma":0.001756339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004070238,"about_ca_topic_score_gemma":0.009780254,"domain_scores_codex":[0.9990103,0.0002155903,0.0001598472,0.0001240349,0.000389068,0.0001010911],"domain_scores_gemma":[0.9965076,0.000736942,0.0004370809,0.0001534707,0.001149488,0.001015466],"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":[0.0000265716,0.00002261146,0.0002872786,0.0001688995,0.000004781783,0.00003690622,0.00001261567,0.00001218282,0.0000330364,0.0004648536,0.9450418,0.05388836],"study_design_scores_gemma":[0.00003855699,0.00002384486,0.001446828,0.001438906,0.000007139254,0.0001297742,0.00005696006,0.00003447289,0.00001680396,0.001014357,0.9957812,0.0000111616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0008150119,0.09117252,0.001141324,0.4956385,0.1820356,0.000185588,0.008911484,0.00135658,0.2187434],"genre_scores_gemma":[0.006256084,0.1034511,0.001932736,0.234573,0.2793474,0.0003092377,0.007034341,0.0006858811,0.3664103],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3454819,"threshold_uncertainty_score":0.9335907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170562032140364,"score_gpt":0.2760952970826092,"score_spread":0.2590390938685728,"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."}}