{"id":"W2891841701","doi":"10.1093/ageing/afy140.79","title":"103Atrial Fibrillation and Cognition at Four Year Follow Up – Data from The Irish Longitudinal Study on Ageing (TILDA)","year":2018,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Longitudinal study; Irish; Ageing; Longitudinal data; Cognition; Gerontology; Internal medicine; Psychiatry; Demography; Pathology","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":[0.002790437,0.0002871978,0.0005320266,0.001181482,0.000486146,0.0008384234,0.0007098013,0.0004937492,0.002164552],"category_scores_gemma":[0.004330476,0.0002623501,0.001009484,0.001771746,0.0001837506,0.0004514119,0.0008778893,0.000843076,0.0008252567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007517103,"about_ca_system_score_gemma":0.0006638222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05129046,"about_ca_topic_score_gemma":0.05417339,"domain_scores_codex":[0.9986511,0.0003535379,0.0002459936,0.000295763,0.0002836561,0.0001700291],"domain_scores_gemma":[0.9961149,0.0003602389,0.001591493,0.0006345076,0.0009238297,0.0003751036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002805982,0.00004883097,0.9956306,0.00003415033,0.0002464649,0.00004161122,0.00007602443,0.00006391369,0.00008902433,0.00002719388,0.001483258,0.001978282],"study_design_scores_gemma":[0.00001588519,0.00005645943,0.99882,0.00001485096,0.00004947507,0.00004525088,0.00007838885,0.00006201441,0.00001911063,0.00001856759,0.0008141548,0.000005838955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636731,0.0008639115,0.0004438229,0.0001989432,0.00007830079,0.00008325851,0.03088599,0.00002352563,0.003749022],"genre_scores_gemma":[0.962514,0.0003523312,0.0006741397,0.0002148612,0.00003877612,0.000248568,0.03349454,0.00002129674,0.002441429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05129046,"threshold_uncertainty_score":0.1019838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1257142213628705,"score_gpt":0.3347791375286691,"score_spread":0.2090649161657986,"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."}}