{"id":"W3122546560","doi":"10.1111/eci.13477","title":"Endothelial dysfunction and vascular maladaptation in atrial fibrillation","year":2021,"lang":"en","type":"review","venue":"European Journal of Clinical Investigation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Institute for Health and Care Research","keywords":"Atrial fibrillation; Medicine; Maladaptation; Intensive care medicine; Cardiology; Endothelial dysfunction; Internal medicine; Population; Vascular disease","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":[0.005345058,0.0002442517,0.0018615,0.0004186573,0.00003973578,0.00006757511,0.00006882566,0.0001682566,0.00004432819],"category_scores_gemma":[0.004238457,0.0001958128,0.00128489,0.0003822022,0.00009130377,0.0002546396,0.00005090761,0.0005751862,0.00002996777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006487818,"about_ca_system_score_gemma":0.0003515988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001778333,"about_ca_topic_score_gemma":0.00000102273,"domain_scores_codex":[0.9933296,0.002520899,0.003289844,0.0002819356,0.0004500482,0.0001276232],"domain_scores_gemma":[0.9962533,0.0008082399,0.002325302,0.0001847023,0.0002349594,0.0001934955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007132396,0.000003149061,0.007526343,0.00129255,0.0002859828,0.00007589423,0.00004140114,0.00007351493,0.000001149567,0.000199523,0.0001474388,0.9902817],"study_design_scores_gemma":[0.002830712,0.0004087975,0.02184244,0.008900691,0.00218039,0.00008179157,0.00002386808,0.0001498356,4.344024e-7,0.00007358484,0.9633256,0.0001818178],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003763998,0.9923922,0.0006598957,0.0003978072,0.001787767,0.0005646836,0.000003146968,0.00001866441,0.0004118455],"genre_scores_gemma":[0.0005015332,0.9867514,0.002296554,0.00005690533,0.01000792,1.670368e-7,0.000114482,0.0000490872,0.0002219558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900999,"threshold_uncertainty_score":0.7985014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2808560817522309,"score_gpt":0.4332378186894453,"score_spread":0.1523817369372144,"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."}}