{"id":"W3024119213","doi":"10.1016/j.hroo.2020.05.002","title":"Atrial remodeling and atrial fibrillation in acquired forms of cardiovascular disease","year":2020,"lang":"en","type":"article","venue":"Heart Rhythm O2","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"Canadian Institutes of Health Research; Killam Trusts; Heart and Stroke Foundation of Canada","keywords":"Atrial fibrillation; Heart failure; Internal medicine; Cardiology; Medicine; Diabetes mellitus; Muscle hypertrophy; Disease; Heart disease; Fibrosis; Ventricular remodeling; Left ventricular hypertrophy; Endocrinology; 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":[0.0005592382,0.000391882,0.000640004,0.001201646,0.0001847518,0.0008073151,0.0003449467,0.0007275666,0.002267621],"category_scores_gemma":[0.001228544,0.0001097993,0.0005386955,0.001154452,0.0003737229,0.0007320027,0.0005474386,0.0008734518,0.0005263052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553082,"about_ca_system_score_gemma":0.0008448529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009736403,"about_ca_topic_score_gemma":0.001571851,"domain_scores_codex":[0.9996612,0.00008218369,0.00007889311,0.00004694119,0.00009398795,0.00003677877],"domain_scores_gemma":[0.9994432,0.000263678,0.0001550919,0.00001036573,0.0000908913,0.00003672428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002606219,0.00008063493,0.006150074,0.01614013,0.0002956473,0.0006916673,0.0003469946,0.0005159771,0.002132819,0.008141498,0.02397056,0.9412734],"study_design_scores_gemma":[0.00005528127,0.0006267855,0.04391963,0.01799582,0.0007156142,0.01051821,0.0005806673,0.0005973054,0.001174406,0.01238554,0.911363,0.00006774663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001444512,0.9948998,0.0002762635,0.0008646064,0.0004032709,0.000008099031,0.00004185798,0.000006441071,0.002055211],"genre_scores_gemma":[0.01221726,0.9845096,0.0003897403,0.0004741893,0.001113007,0.00001491502,0.0001113434,0.00000219611,0.001167748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002267621,"threshold_uncertainty_score":0.007586002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06333776160431341,"score_gpt":0.303042332316566,"score_spread":0.2397045707122525,"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."}}