{"id":"W3155656433","doi":"10.34067/kid.0001372021","title":"Should Oral Anticoagulation Be Used in ESKD Patients on Hemodialysis with Atrial Fibrillation?: COMMENTARY","year":2021,"lang":"en","type":"letter","venue":"Kidney360","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Atrial fibrillation; Medicine; Hemodialysis; Cardiology; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01309735,0.0009030014,0.003010117,0.001880318,0.002861251,0.003398256,0.006566321,0.03536104,0.009213322],"category_scores_gemma":[0.1070276,0.000803105,0.002910425,0.002398113,0.003433351,0.005530135,0.001782704,0.03112637,0.003545683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00568743,"about_ca_system_score_gemma":0.009456712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0144756,"about_ca_topic_score_gemma":0.01713981,"domain_scores_codex":[0.9903737,0.003817844,0.001728187,0.001030228,0.002565654,0.0004844369],"domain_scores_gemma":[0.8647428,0.1043044,0.004864897,0.001220794,0.02039567,0.004471387],"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":[0.000137167,0.0000153167,0.0001811761,0.002289084,0.0001542304,0.0001522464,0.0001544476,0.00005517445,0.0000346953,0.001797428,0.9756418,0.01938722],"study_design_scores_gemma":[0.0005800937,0.0001361296,0.001282962,0.03258651,0.000741879,0.0006110363,0.0006387957,0.0002675309,0.0001600894,0.007748588,0.9551301,0.0001162853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001519907,0.04735745,0.00009294763,0.8693792,0.08160394,0.00001729164,0.0001985144,0.00002500382,0.001173661],"genre_scores_gemma":[0.002662652,0.0319333,0.0002176472,0.7619132,0.2022739,0.00004916129,0.0001364377,0.00002890464,0.0007848575],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03536104,"threshold_uncertainty_score":0.06926632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08517527200230737,"score_gpt":0.3263012584210483,"score_spread":0.2411259864187409,"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."}}