{"id":"W2263770131","doi":"10.2188/jea.je20150077","title":"Standardized Prevalence Ratios for Atrial Fibrillation in Adult Dialysis Patients in Japan","year":2016,"lang":"en","type":"article","venue":"Journal of Epidemiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Japan Society for the Promotion of Science; Ministry of Health, Labour and Welfare","keywords":"Medicine; Dialysis; Atrial fibrillation; Population; Internal medicine; Confidence interval; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001581153,0.0002050808,0.0004359465,0.001492279,0.0001162495,0.0003872806,0.0002348819,0.000260967,0.0008063772],"category_scores_gemma":[0.004771901,0.0001938753,0.0005799599,0.001124082,0.0001902293,0.0002847565,0.0002457841,0.000390642,0.00009910027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003082511,"about_ca_system_score_gemma":0.0002586808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004850899,"about_ca_topic_score_gemma":0.003201044,"domain_scores_codex":[0.9987568,0.0003987775,0.000292369,0.0002273037,0.0002477778,0.00007696962],"domain_scores_gemma":[0.9962698,0.0007201869,0.002197172,0.0001408942,0.0004331909,0.0002387867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005626972,0.0000109058,0.9973424,0.00004417027,0.0001891809,0.00004547006,0.00006055062,0.00004315686,0.00008989147,0.0000312417,0.0003006897,0.00178612],"study_design_scores_gemma":[0.000005851197,0.00002824713,0.9992604,0.000005197987,0.00005779745,0.0002489811,0.00005589562,0.00013398,0.00001853301,0.00002560176,0.0001567931,0.00000283938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992623,0.004165494,0.0004286431,0.0002321754,0.00004560631,0.00002070917,0.001547692,0.00002825513,0.0009085009],"genre_scores_gemma":[0.9979041,0.0006915103,0.0002541415,0.00005797509,0.00004578062,0.00002266288,0.0009389986,0.00000283312,0.00008199684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004850899,"threshold_uncertainty_score":0.009645343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0691127619800141,"score_gpt":0.379424372106323,"score_spread":0.3103116101263089,"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."}}