{"id":"W2065328994","doi":"10.1016/j.ijcard.2014.03.156","title":"Prevalence of risk factors for atrial fibrillation and stroke among 1210 patients with sleep disordered breathing","year":2014,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University; Queen's University; Kingston General Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Sleep apnea; Internal medicine; Apnea; Stroke (engine); Cardiology; Heart failure; Body mass index; Diabetes mellitus; Central sleep apnea; Obstructive sleep apnea; Apnea–hypopnea index; Polysomnography; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003488258,0.00008118311,0.0003032009,0.0001899641,0.00002505056,0.000009357216,0.0001052143,0.00006519268,0.000007318296],"category_scores_gemma":[0.0015918,0.00005749839,0.0001664862,0.00002914747,0.0001391738,0.0001342247,0.00003579006,0.0001469054,1.92935e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005454039,"about_ca_system_score_gemma":0.00001992993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001365693,"about_ca_topic_score_gemma":0.000001397152,"domain_scores_codex":[0.9989094,0.000117399,0.0003195907,0.0001131193,0.0004340607,0.0001063974],"domain_scores_gemma":[0.9976261,0.0006891573,0.0004254173,0.00007488966,0.001119939,0.0000645424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001622359,0.000006115373,0.9796731,0.00002692377,0.0007009244,0.000002093655,0.0001439186,0.001445081,0.0001743304,0.00005775678,0.000003544372,0.01614386],"study_design_scores_gemma":[0.004316707,0.0009270682,0.9925708,0.00004073407,0.0001907196,0.00004214084,0.00005782762,0.001251528,0.0002550661,0.0001869956,0.0001121851,0.00004819515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738812,0.00007505999,0.02521652,0.00005749615,0.0004099616,0.0001812225,0.00009593148,0.000003021072,0.00007955258],"genre_scores_gemma":[0.9981273,0.00004608916,0.001074471,0.000002871946,0.0007180489,5.581117e-7,0.00001269392,0.000009959303,0.000008020842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02424605,"threshold_uncertainty_score":0.2344716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009502042974595967,"score_gpt":0.2777597230966098,"score_spread":0.2682576801220139,"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."}}