{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006641679,0.0002063436,0.0005898981,0.0003176839,0.00007786712,0.00003474862,0.00005398387,0.00007411871,0.00005135958],"category_scores_gemma":[0.00007133382,0.0001250427,0.0001889347,0.0004434597,0.0001070327,0.0001297883,0.00006437478,0.00061461,0.00003573784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002612908,"about_ca_system_score_gemma":0.00006140277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001930937,"about_ca_topic_score_gemma":0.000003600751,"domain_scores_codex":[0.9983728,0.0003932478,0.0003372159,0.0002481336,0.0003823604,0.0002662507],"domain_scores_gemma":[0.999292,0.00004279349,0.00009763453,0.0001898847,0.0001202977,0.0002573563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000856977,0.0002231027,0.9278501,0.0001634221,0.0005589116,0.003159887,0.000320272,0.00007410768,0.0170644,0.00001582551,0.04571611,0.003996849],"study_design_scores_gemma":[0.003537078,0.001148432,0.8796862,0.0002108987,0.00008656988,0.001302962,0.0001102087,0.000009062876,0.00005118127,0.00000392023,0.1137226,0.0001308112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953761,0.001446791,0.00001143628,0.002769926,0.0001241151,0.0002133184,0.000009289733,0.00003659425,0.00001244703],"genre_scores_gemma":[0.9986053,0.0001661311,0.0007655068,0.0002470239,0.000127304,9.48812e-7,0.00001549311,0.00003808592,0.00003426576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06800653,"threshold_uncertainty_score":0.5099095,"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."}}