{"id":"W2561745040","doi":"10.1053/j.ajkd.2016.10.018","title":"Warfarin Initiation, Atrial Fibrillation, and Kidney Function: Comparative Effectiveness and Safety of Warfarin in Older Adults With Newly Diagnosed Atrial Fibrillation","year":2016,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"National Medical Research Council; Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; Alberta Health Services; National Health and Medical Research Council; Canada Research Chairs","keywords":"Medicine; Warfarin; Atrial fibrillation; Renal function; Internal medicine; Dialysis; Retrospective cohort study; Stroke (engine); Cohort; Kidney disease; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004214169,0.0005931375,0.002224002,0.0007899507,0.0003563661,0.001305479,0.0006406014,0.001385917,0.001896456],"category_scores_gemma":[0.00996339,0.0004835046,0.004741028,0.000961,0.0005935045,0.001481351,0.000697022,0.00136586,0.0001390687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007124725,"about_ca_system_score_gemma":0.0006004202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073808,"about_ca_topic_score_gemma":0.004267444,"domain_scores_codex":[0.9973027,0.00143211,0.0004326869,0.0003354984,0.0003102145,0.0001868762],"domain_scores_gemma":[0.9908592,0.005662472,0.001997396,0.0005040003,0.0002710239,0.0007059372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4990462,0.003415533,0.4299898,0.001376675,0.02868753,0.0001872693,0.0003100042,0.000665757,0.0008023531,0.0002382192,0.0003053639,0.03497528],"study_design_scores_gemma":[0.07642955,0.0659567,0.8158122,0.0003343694,0.03637299,0.0004542315,0.0005841795,0.001668466,0.0006110808,0.0004835592,0.001156863,0.0001358422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892585,0.009599383,0.00006611554,0.000103496,0.00007530648,0.00003752453,0.0002115114,0.00000296777,0.0006452429],"genre_scores_gemma":[0.9961172,0.002895404,0.0001198854,0.0001314819,0.000246988,0.00002583518,0.0003032389,0.000001607024,0.0001583924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004214169,"threshold_uncertainty_score":0.02228689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659805758154181,"score_gpt":0.2882386164619702,"score_spread":0.2716405588804284,"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."}}