{"id":"W4313488361","doi":"10.1002/ejhf.2760","title":"Biomarker Signature and Pathophysiological Pathways in Patients with Chronic Heart Failure and Metabolic Syndrome","year":2023,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Metabolic syndrome; Medicine; Heart failure; Internal medicine; Biomarker; Insulin resistance; Endocrinology; Cohort; Body mass index; Leptin; Pathophysiology; Obesity; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004893967,0.0003019641,0.0005217845,0.00067367,0.0002805363,0.0005268556,0.0001673914,0.0003238373,0.001069922],"category_scores_gemma":[0.001411692,0.00009866717,0.0003846858,0.001130261,0.0001941643,0.0002384142,0.0004214999,0.0003392219,0.0001142856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892293,"about_ca_system_score_gemma":0.0002537467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160707,"about_ca_topic_score_gemma":0.001253569,"domain_scores_codex":[0.9996622,0.0001028125,0.00004243562,0.00008768839,0.00005260278,0.00005232654],"domain_scores_gemma":[0.9991772,0.0002280629,0.0003666434,0.00003854934,0.0000940032,0.00009565688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000344636,0.00001551549,0.9959616,0.00001732905,0.0000750252,0.00007849544,0.00002172045,0.00009080092,0.001499559,0.00001912656,0.00005096832,0.001825237],"study_design_scores_gemma":[0.00001102753,0.0000773288,0.9986529,0.000006295712,0.00004664029,0.0003282025,0.00005760647,0.0004171045,0.0002092962,0.00007850926,0.0001114778,0.000003593712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998791,0.0005027889,0.0001617685,0.00005717851,0.000004930508,0.000004623848,0.000306229,0.000002630424,0.000168824],"genre_scores_gemma":[0.9992693,0.00009710914,0.0001873828,0.00003204097,0.000009013479,0.000007164378,0.0003519716,8.432797e-7,0.00004510438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001160707,"threshold_uncertainty_score":0.003579259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009766611386638773,"score_gpt":0.2066544967728383,"score_spread":0.1968878853861995,"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."}}