{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00168638,0.0002305493,0.0002532075,0.001643037,0.0004428696,0.0008822338,0.0002870631,0.0007446202,0.02780536],"category_scores_gemma":[0.008303621,0.0001812692,0.0004510579,0.001315773,0.000346726,0.001602477,0.001335371,0.0008355424,0.002373226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512763,"about_ca_system_score_gemma":0.001535865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007406263,"about_ca_topic_score_gemma":0.005603906,"domain_scores_codex":[0.9986982,0.0004185117,0.0001389589,0.00009895095,0.0003931939,0.0002520522],"domain_scores_gemma":[0.9929156,0.00162495,0.001849623,0.0002954989,0.001493005,0.001821256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001289849,0.0002163069,0.5252718,0.002288059,0.000103631,0.0002852571,0.003386498,0.0001361396,0.0007545097,0.001177758,0.2213044,0.2449468],"study_design_scores_gemma":[0.00002247998,0.0001544353,0.9110554,0.001043369,0.00004192403,0.0002994023,0.002023111,0.0000878795,0.0001364425,0.0004473351,0.08466804,0.00002019001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5637701,0.01675338,0.001421254,0.1060831,0.002352545,0.001094847,0.06225818,0.0006380107,0.2456285],"genre_scores_gemma":[0.9438094,0.01471528,0.001930336,0.01023741,0.001633769,0.0007730682,0.01341784,0.00005099934,0.01343186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02780536,"threshold_uncertainty_score":0.09301817,"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."}}