{"id":"W2981172742","doi":"10.15212/cvia.2019.0562","title":"Frailty and Anticoagulant Therapy in Patients Aged 65 Years or Older with Atrial Fibrillation","year":2019,"lang":"en","type":"article","venue":"Cardiovascular Innovations and Applications","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Medicine; Atrial fibrillation; Odds ratio; Confidence interval; Internal medicine; Heart failure; Medical prescription; Frailty syndrome; Anticoagulant therapy; Frailty Index","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006517066,0.0002140887,0.0003615787,0.000762291,0.00043334,0.0004397922,0.0001986032,0.0004075883,0.001322551],"category_scores_gemma":[0.002810571,0.0001663741,0.0003251121,0.0008404744,0.0002861966,0.0004192696,0.0003781071,0.0005252538,0.0001140697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263955,"about_ca_system_score_gemma":0.0003196918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005948728,"about_ca_topic_score_gemma":0.007002217,"domain_scores_codex":[0.9997247,0.00006635371,0.00004488655,0.00004566094,0.00006305887,0.00005530984],"domain_scores_gemma":[0.9985906,0.0002048525,0.0007552842,0.00004383872,0.000100435,0.0003049038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005077546,0.00001769788,0.9988262,0.000008429134,0.00002242172,0.00003924147,0.00004747756,0.00001410898,0.00003495435,0.000005002061,0.00005144895,0.0008822224],"study_design_scores_gemma":[0.000004592438,0.0000710988,0.9995177,0.00001043984,0.00001606515,0.0001566772,0.00006474755,0.00005806856,0.000007482917,0.00001800399,0.00007335571,0.000001823945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987568,0.0007518773,0.00002721347,0.00009142172,0.000007777741,0.00000507206,0.0001162604,0.000001241983,0.0002423684],"genre_scores_gemma":[0.9995197,0.0002351396,0.0000286336,0.00004879876,0.00001585169,0.000003644376,0.0001084621,3.236339e-7,0.00003940046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005948728,"threshold_uncertainty_score":0.01182818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375054948455945,"score_gpt":0.3463583238565697,"score_spread":0.2088528290109751,"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."}}