{"id":"W3121216800","doi":"10.1093/ehjqcco/qcab002","title":"Concurrent use of P-glycoprotein or Cytochrome 3A4 drugs and non-vitamin K antagonist oral anticoagulants in non-valvular atrial fibrillation","year":2021,"lang":"en","type":"article","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Vitamin K antagonist; Atrial fibrillation; Medicine; Antagonist; Pharmacology; Internal medicine; Warfarin; Cardiology; Receptor","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":[0.0006057001,0.0001535697,0.0002820276,0.0006943829,0.000351377,0.0006904313,0.0004894585,0.000364575,0.001314517],"category_scores_gemma":[0.003892821,0.0002185657,0.0004137221,0.001757019,0.000281833,0.0003702249,0.000440339,0.00054699,0.0001288441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276858,"about_ca_system_score_gemma":0.002519605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1183975,"about_ca_topic_score_gemma":0.198254,"domain_scores_codex":[0.9988406,0.0001319803,0.0001689568,0.0002315876,0.0004727397,0.0001541748],"domain_scores_gemma":[0.9946969,0.000669232,0.003652681,0.0001482642,0.0004347172,0.0003983278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002550638,0.000008505666,0.9988735,0.00001381445,0.00002510407,0.00004239098,0.00001722906,0.00002071755,0.00002568519,0.000007111212,0.0000664996,0.0008738881],"study_design_scores_gemma":[0.000006583784,0.00003240754,0.9989436,0.00002044805,0.00003157192,0.0004258764,0.00006882683,0.0001739603,0.00002987667,0.00001369233,0.0002511911,0.000002082146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963098,0.001524692,0.0001127537,0.0001575325,0.00001001384,0.0000148036,0.001155518,0.000004794414,0.0007101357],"genre_scores_gemma":[0.9985728,0.0004796505,0.0001405176,0.00005492917,0.0000175008,0.000006005124,0.0006304811,0.000001295589,0.00009678589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1183975,"threshold_uncertainty_score":0.2354168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2135184280488648,"score_gpt":0.472070474755528,"score_spread":0.2585520467066633,"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."}}