{"id":"W4280567603","doi":"10.1093/eurheartj/suac015","title":"ANMCO position paper ‘Appropriateness of prescribing direct oral anticoagulants in stroke and systemic thromboembolism prevention in adult patients with non-valvular atrial fibrillation’","year":2022,"lang":"en","type":"article","venue":"European Heart Journal Supplements","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Rivaroxaban; Edoxaban; Apixaban; Dabigatran; Intensive care medicine; Atrial fibrillation; Medical prescription; Stroke (engine); Clinical trial; Cardiology; Internal medicine; Pharmacology; Warfarin","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":[0.0009756028,0.0001579497,0.000484635,0.0003535714,0.0001594303,0.00004222524,0.00006632095,0.00002221907,0.0001841177],"category_scores_gemma":[0.00005179057,0.0001362589,0.0001133867,0.000264805,0.00001886143,0.0003326535,0.0001304787,0.0002031008,0.000003655706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311896,"about_ca_system_score_gemma":0.0000432187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007109353,"about_ca_topic_score_gemma":0.00001384874,"domain_scores_codex":[0.997537,0.0006287475,0.0007224394,0.000237273,0.0006277559,0.0002467445],"domain_scores_gemma":[0.9993489,0.00003490908,0.0002954263,0.0001369394,0.0001076723,0.00007620088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008793045,0.00003069833,0.9941136,0.00008116931,0.0001092451,0.00003230743,0.0003815411,0.00159004,0.001330793,0.000008418142,0.0001177618,0.001325155],"study_design_scores_gemma":[0.01044947,0.0006564879,0.9868314,0.0003351446,0.0001293867,0.00004845211,0.0002854297,0.0003421625,0.00006740685,0.00001170924,0.0007063301,0.0001365848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981021,0.00009800374,0.00004768052,0.0002012957,0.0002544925,0.0009925988,0.00004065633,0.00001144792,0.0002517689],"genre_scores_gemma":[0.9988277,0.00005743737,0.0004499338,0.00004470261,0.0002851764,0.000001284541,0.0001571349,0.0000316683,0.0001449682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009570163,"threshold_uncertainty_score":0.5556475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470142759543856,"score_gpt":0.3036384535995461,"score_spread":0.2689370260041075,"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."}}