{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006479427,0.0006993088,0.001337312,0.001550566,0.0002531421,0.001112546,0.0006271262,0.00123886,0.002992769],"category_scores_gemma":[0.001269658,0.000214782,0.00074221,0.001379225,0.000315686,0.000826173,0.0006338101,0.001506357,0.0007711463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004153013,"about_ca_system_score_gemma":0.001161074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071595,"about_ca_topic_score_gemma":0.001877742,"domain_scores_codex":[0.9997668,0.00006223732,0.00004143291,0.00003402361,0.00007233494,0.00002318506],"domain_scores_gemma":[0.9995636,0.0002407826,0.00007609587,0.000008224768,0.00008435763,0.00002681452],"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":[0.0001544475,0.00008719235,0.0004921989,0.04796578,0.0003827685,0.000223681,0.00009404582,0.0003161392,0.0008311796,0.002853372,0.02697882,0.9196203],"study_design_scores_gemma":[0.00008362265,0.000372925,0.00597388,0.03341353,0.001099401,0.003271565,0.0002152431,0.0002507576,0.0006566375,0.004855322,0.9497529,0.00005418003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008387405,0.9993098,0.0000308428,0.0001975916,0.0001331327,0.000002654474,0.000008501546,0.000002202129,0.0002314229],"genre_scores_gemma":[0.0006450821,0.9989605,0.00003948141,0.0001042991,0.00009800545,0.000003768929,0.00001231015,3.692531e-7,0.0001360951],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002992769,"threshold_uncertainty_score":0.01001185,"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."}}