{"id":"W3025311410","doi":"10.1016/j.transproceed.2020.02.171","title":"Incidence of Direct Oral Anticoagulant Prescriptions in Kidney Transplant Recipients in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; University of Ottawa; Institute for Clinical Evaluative Sciences; University of Toronto; McMaster University","funders":"LEO Pharma; Astellas Pharma; Western University; Ontario Ministry of Health and Long-Term Care; AstraZeneca; Otsuka America; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario; Canadian Institutes of Health Research; Lawson Health Research Institute; Pfizer","keywords":"Medicine; Warfarin; Medical prescription; Incidence (geometry); Retrospective cohort study; Population; Apixaban; Renal function; Kidney transplantation; Internal medicine; Rivaroxaban; Emergency medicine; Transplantation; Atrial fibrillation; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001320548,0.0001264888,0.0003429268,0.0001489258,0.00002184991,0.000009927022,0.00007493013,0.0000502448,0.0001368103],"category_scores_gemma":[0.00005065486,0.0001218327,0.00004693417,0.0004065739,0.00002180998,0.0002125584,0.000005613811,0.0001493806,0.000002479828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492893,"about_ca_system_score_gemma":0.0003845155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6165371,"about_ca_topic_score_gemma":0.8011631,"domain_scores_codex":[0.9987715,0.000009952919,0.0004785814,0.0002277531,0.0003302413,0.0001819289],"domain_scores_gemma":[0.999643,0.00002670262,0.00008967009,0.00004091385,0.0000579746,0.0001417461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007441508,0.00001288491,0.985388,0.000380324,0.00001918433,0.00004387036,0.005234704,0.0000603042,0.007520762,0.000251817,0.0002854412,0.00005856573],"study_design_scores_gemma":[0.002317737,0.00009206885,0.9906833,0.0005221212,0.0001003981,0.000008655588,0.0001477484,0.000590942,0.00456128,0.00001854195,0.000832841,0.0001244201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939762,0.00001283146,0.00005554976,0.002414956,0.0000937277,0.0004934391,0.00003118822,0.00002654035,0.002895518],"genre_scores_gemma":[0.9986501,0.00008623053,0.0003520632,0.0005505843,0.00002922247,0.000005410399,0.00009295233,0.00001066063,0.0002227949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1846261,"threshold_uncertainty_score":0.4968192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05317838555120395,"score_gpt":0.2791986335080562,"score_spread":0.2260202479568523,"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."}}