{"id":"W4388288497","doi":"10.3390/app132112005","title":"Characterization of Cardiac Fat in Atrial Fibrillation Patients Prior to Ablation Treatment","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Children's Hospital; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Siemens Healthineers; University of Calgary","keywords":"Medicine; Internal medicine; Cardiology; Atrial fibrillation; Epicardial adipose tissue; Cardiac function curve; Overweight; Body mass index; Obesity paradox; Diastole; Adipose tissue; Obesity; Heart failure; Blood pressure","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001870021,0.0001404375,0.0002592561,0.0008640586,0.000230068,0.0003751651,0.0001292268,0.0003629544,0.0008994195],"category_scores_gemma":[0.001310188,0.0001404365,0.0001731354,0.0006817153,0.0001742904,0.0002592257,0.0001649799,0.0003093407,0.0001692298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137553,"about_ca_system_score_gemma":0.0001274783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008334249,"about_ca_topic_score_gemma":0.001300155,"domain_scores_codex":[0.9998724,0.00002677337,0.00002155149,0.00002637358,0.00002401007,0.00002890698],"domain_scores_gemma":[0.999418,0.0001708506,0.0002360584,0.000030318,0.0000434654,0.0001013351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002116054,0.0000224942,0.9963887,0.000005966375,0.00001469013,0.0003744569,0.000062698,0.00003378445,0.0007230719,0.000008430789,0.00002791661,0.002126156],"study_design_scores_gemma":[0.000004951417,0.0001113581,0.9980744,0.000003524103,0.00001007496,0.001380475,0.000104975,0.000123953,0.00008712908,0.00001541792,0.00008109002,0.000002537358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994467,0.0001846312,0.00004588572,0.00001308912,0.000002542257,0.000002585422,0.00004202547,0.000001008874,0.0002615302],"genre_scores_gemma":[0.9997047,0.00007946097,0.00004671261,0.0000124311,0.000008097501,0.000003231212,0.00007875694,7.891399e-7,0.00006577257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008994195,"threshold_uncertainty_score":0.003008902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729658811677907,"score_gpt":0.2636616963389849,"score_spread":0.2463651082222058,"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."}}