{"id":"W374169577","doi":"10.1016/j.cjca.2015.05.012","title":"The Effect of Bleeding Risk and Frailty Status on Anticoagulation Patterns in Octogenarians With Atrial Fibrillation: The FRAIL-AF Study","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Internal medicine; Odds ratio; Warfarin; Confidence interval; Diabetes mellitus; Atrial flutter; Heart failure; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001380814,0.0001181704,0.0004514106,0.0001727903,0.0001020133,0.00002127749,0.00009005019,0.00008000311,0.000002485021],"category_scores_gemma":[0.001002572,0.00006008642,0.0000865001,0.0001488996,0.0001640485,0.00005156836,0.00000980804,0.0003486894,8.426453e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566904,"about_ca_system_score_gemma":0.0005477382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004276967,"about_ca_topic_score_gemma":0.01439892,"domain_scores_codex":[0.9984692,0.0005794253,0.0003555003,0.0001140621,0.000223378,0.0002584673],"domain_scores_gemma":[0.9982905,0.000762183,0.000255435,0.000208253,0.0001788455,0.0003048178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007711896,6.966887e-7,0.9775895,0.000007201648,0.0002487111,0.00009242241,0.001484314,0.01111702,0.00000664056,0.000008283221,0.0004066541,0.008267323],"study_design_scores_gemma":[0.005604078,0.006519899,0.9788678,0.00009311951,0.000287578,0.0004063506,0.001504288,0.0001345227,0.0000268058,0.0000355193,0.006453855,0.0000662286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965776,0.0005994231,0.0001834527,0.001374354,0.000470274,0.0004830148,0.00001856274,0.000002276349,0.0002910405],"genre_scores_gemma":[0.9988312,0.00005185987,0.00001395243,0.00002251812,0.001052076,0.00000103382,0.000002371392,0.00001222273,0.00001276287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109825,"threshold_uncertainty_score":0.8034936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665882756178714,"score_gpt":0.2809726024337544,"score_spread":0.2543137748719673,"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."}}