{"id":"W1983623065","doi":"10.1016/j.gie.2013.04.179","title":"Novel oral anticoagulants in gastroenterology practice","year":2013,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Medicine; Warfarin; Atrial fibrillation; Stroke (engine); Clopidogrel; Aspirin; Internal medicine; Antithrombotic; Cardiology; Prasugrel; Fibrinolytic agent; Intensive care medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005198723,0.0005649679,0.002491415,0.0005509506,0.00003799371,0.000052026,0.0002147936,0.0001253309,0.0003075378],"category_scores_gemma":[0.002076119,0.0004537506,0.0004773811,0.0003645304,0.0000967235,0.0001991348,0.0001793068,0.00062995,0.0007724436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816937,"about_ca_system_score_gemma":0.0001994454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001130049,"about_ca_topic_score_gemma":0.00001225145,"domain_scores_codex":[0.9971101,0.0002578659,0.001027705,0.0005763884,0.0003455977,0.0006823605],"domain_scores_gemma":[0.9978471,0.000776906,0.0006149823,0.0004406981,0.0001179614,0.000202395],"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":[0.003015225,0.0005747766,0.1177103,0.03758756,0.001100706,0.002767666,0.00006163383,0.00001944682,0.0004771636,0.001092799,0.007134376,0.8284583],"study_design_scores_gemma":[0.002781464,0.001049777,0.001822101,0.0183441,0.00186116,0.02494508,0.00004521498,0.00005452956,4.012778e-7,0.000009131672,0.9487674,0.0003196276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008283694,0.9819971,0.009196566,0.001095128,0.0005763851,0.003480711,0.00003546837,0.0002088168,0.003326953],"genre_scores_gemma":[0.00001152277,0.7894779,0.2081131,0.0002448247,0.0006528742,0.00003275384,0.0002103898,0.00008597694,0.001170688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.941633,"threshold_uncertainty_score":0.9997914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1523860298458953,"score_gpt":0.4182503543460316,"score_spread":0.2658643245001363,"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."}}