{"id":"W4384612417","doi":"10.1093/europace/euad200","title":"Plasma angiopoietin-2 and its association with heart failure in patients with atrial fibrillation","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Lipid metabolism and disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Roche Diagnostics; Uppsala Universitet; Akademiska Sjukhuset; Hjärt-Lungfonden; Bristol-Myers Squibb Foundation; Svenska Sällskapet för Medicinsk Forskning; Sanofi; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Internal medicine; Atrial fibrillation; Cardiology; Hazard ratio; Cohort; Heart failure; Body mass index; Aspirin; Stroke (engine); Quartile; Creatinine; Confidence interval; Biomarker","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":[0.0008758607,0.0003685422,0.0004211853,0.0002908061,0.0001808014,0.000483175,0.0002605914,0.00047964,0.0007295884],"category_scores_gemma":[0.001626355,0.000148028,0.0003973866,0.0003872944,0.0001925592,0.0002730148,0.0002688384,0.0006243882,0.0001321828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251636,"about_ca_system_score_gemma":0.0002059746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008118991,"about_ca_topic_score_gemma":0.0009551825,"domain_scores_codex":[0.999724,0.0001001121,0.00002456025,0.00006653692,0.00004922308,0.00003554692],"domain_scores_gemma":[0.998934,0.0003832655,0.0003882069,0.00007622802,0.0000876114,0.0001306189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003090799,0.00002404885,0.9981863,0.00001145464,0.00008815146,0.00003356629,0.00001599474,0.00007735056,0.0001696149,0.000006077395,0.00004210217,0.00103628],"study_design_scores_gemma":[0.00003930691,0.0001797635,0.9984072,0.000009045487,0.00008051459,0.0001968538,0.00002787902,0.0008348163,0.00007383538,0.00003750369,0.000109677,0.000003682051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985942,0.0008628605,0.000134494,0.00004909141,0.000008808339,0.000004233822,0.0001681555,0.000003310128,0.0001748587],"genre_scores_gemma":[0.9995058,0.0001396121,0.00009674698,0.00001715224,0.00001786435,0.000005597014,0.0001536199,6.763902e-7,0.00006303634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008758607,"threshold_uncertainty_score":0.004632056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006061072742401062,"score_gpt":0.2149856528233018,"score_spread":0.2089245800809008,"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."}}