{"id":"W2766245230","doi":"10.1002/rth2.12051","title":"Global public awareness about atrial fibrillation","year":2017,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Thrombosis and Atherosclerosis Research Institute","funders":"Ionis Pharmaceuticals; International Society on Thrombosis and Haemostasis; Pfizer; Daiichi Sankyo Europe; Eli Lilly and Company","keywords":"Atrial fibrillation; Medicine; Stroke (engine); Demographics; Palpitations; Thrombosis; Deep vein; Internal medicine; Cross-sectional study; Demography; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002375613,0.0001179868,0.0003038652,0.0001614577,0.0008846358,0.0007876359,0.00009853575,0.0001145505,0.00008342581],"category_scores_gemma":[0.007459581,0.0001010374,0.00006493705,0.0002345809,0.0002907404,0.001128652,0.0002707027,0.000166181,0.00001470391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006975226,"about_ca_system_score_gemma":0.0001386777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218782,"about_ca_topic_score_gemma":0.0002898817,"domain_scores_codex":[0.9982788,0.0002487761,0.0002466563,0.0003324558,0.0005297949,0.0003635209],"domain_scores_gemma":[0.9977231,0.001266191,0.0001401709,0.0003840809,0.0002789069,0.0002075413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007521351,0.000008720215,0.8195506,0.00007305531,0.0001152845,0.00001358746,0.0001371962,0.000001711054,0.00002128529,0.007201724,0.0008020337,0.1713227],"study_design_scores_gemma":[0.002187825,0.0002213459,0.8431077,0.00006733479,0.00006622807,0.00002047988,0.000613014,0.0001640301,0.00001733801,0.001644891,0.1517801,0.0001097716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8663845,0.003078314,0.00003839243,0.1081761,0.000180356,0.0006891576,0.00001995037,0.00002823747,0.02140496],"genre_scores_gemma":[0.9772254,0.02107348,0.0005796245,0.00007875618,0.0008172133,0.00000175946,0.00001871241,0.000009897081,0.0001951231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1712129,"threshold_uncertainty_score":0.8930354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.431426395564225,"score_gpt":0.5385937474974605,"score_spread":0.1071673519332355,"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."}}