{"id":"W2508874241","doi":"","title":"Use of anticoagulation in elderly patients with atrial fibrillation: What guidelines recommend","year":2015,"lang":"en","type":"article","venue":"European journal of clinical pharmacy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Medicine; Dabigatran; Antithrombotic; Clinical Practice; Intensive care medicine; Rivaroxaban; Internal medicine; Cardiology; Warfarin; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002761352,0.0001144076,0.0005471607,0.0001784575,0.00001559308,0.00004955228,0.00008022947,0.00001913088,0.00005965147],"category_scores_gemma":[0.002729762,0.0000798931,0.0002822181,0.0002176108,0.00004652402,0.001009421,0.00004020552,0.0001848697,0.00001407029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001878823,"about_ca_system_score_gemma":0.00009885461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003458927,"about_ca_topic_score_gemma":7.493625e-7,"domain_scores_codex":[0.996425,0.0006110923,0.002244575,0.0001232805,0.0004871616,0.0001088636],"domain_scores_gemma":[0.996919,0.0004624522,0.001287479,0.0001393087,0.0009932739,0.0001985339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004587032,0.00001633862,0.8288943,0.00001171209,0.00009984019,0.00003130393,0.00005290364,0.001704688,0.000004792259,0.000005859476,0.00290953,0.1616817],"study_design_scores_gemma":[0.02031019,0.001359701,0.7590914,0.0003269737,0.0002278999,0.000007788262,0.00004579704,0.0007876075,0.00001678026,0.00002162929,0.2177031,0.0001011104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919356,0.0002680666,0.0003455506,0.005644282,0.001283521,0.0002408733,0.000001255152,0.00000901602,0.0002718785],"genre_scores_gemma":[0.9890835,0.0006107381,0.0058652,0.0003207389,0.003929941,1.332724e-8,0.00001301478,0.00002328874,0.0001535606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2147935,"threshold_uncertainty_score":0.3267977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.478759772711575,"score_gpt":0.4908574053082844,"score_spread":0.01209763259670943,"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."}}