{"id":"W4221134173","doi":"10.1016/j.ijcha.2022.101000","title":"Fat chance for POAF? Pericardial adipose tissue and the arrhythmogenic substrate for postoperative atrial fibrillation","year":2022,"lang":"en","type":"editorial","venue":"IJC Heart & Vasculature","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Adipose tissue; Internal medicine; Epicardial adipose tissue","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008501454,0.0005357102,0.001526073,0.00009599557,0.0006919612,0.0001445753,0.0001298627,0.0009091999,0.00005288306],"category_scores_gemma":[0.0008003343,0.0004002593,0.00322114,0.0002126084,0.0001896265,0.0001144976,0.0001105029,0.0009796013,0.000004586375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215187,"about_ca_system_score_gemma":0.0005037111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004205194,"about_ca_topic_score_gemma":0.00001363911,"domain_scores_codex":[0.9968709,0.0003288425,0.0004191783,0.0009461031,0.0009229586,0.0005120619],"domain_scores_gemma":[0.9975133,0.0008816888,0.0001565259,0.0008035516,0.0004009927,0.0002439465],"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":[0.01518994,0.00003021865,0.00004312415,0.0009320932,0.008038338,0.00004302519,0.001047526,0.0004325108,0.0009363086,0.0002384408,0.9680884,0.004980073],"study_design_scores_gemma":[0.01244603,0.0004595568,0.0005216246,0.0001190128,0.005913931,0.0000961429,0.00005367836,0.0001633932,0.0001732788,0.0001047133,0.9795094,0.0004392657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02102601,0.2280818,0.0005250202,0.007258188,0.7189383,0.01815379,0.005649563,0.000229135,0.0001382039],"genre_scores_gemma":[0.01435988,0.00189826,0.0004699876,0.0003139855,0.9756598,0.0004999547,0.00526032,0.0001613785,0.001376423],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2567215,"threshold_uncertainty_score":0.9998449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008297024661996453,"score_gpt":0.2736712901329824,"score_spread":0.265374265470986,"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."}}