{"id":"W2568930653","doi":"10.1186/s12873-016-0113-2","title":"Emergency department presentations for atrial fibrillation and flutter in Alberta: a large population-based study","year":2016,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Women and Children’s Health Research Institute; University of Alberta Hospital; University of Alberta","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Alberta Innovates; Alberta Health Services; Government of Alberta; Alberta Health; Children's Health Research Institute; Women and Children's Health Research Institute; Government of Canada","keywords":"Medicine; Emergency department; Atrial fibrillation; Population; Demography; Demographics; Atrial flutter; Pediatrics; Emergency medicine; Family medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007345568,0.0003873729,0.0003426162,0.001595519,0.001350499,0.001063706,0.001007292,0.0004797518,0.001196941],"category_scores_gemma":[0.001568981,0.0003816503,0.0004112724,0.003351046,0.0006160673,0.0004216195,0.000925994,0.0007163679,0.0002072132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008557954,"about_ca_system_score_gemma":0.008025698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8799357,"about_ca_topic_score_gemma":0.9255847,"domain_scores_codex":[0.9992746,0.00006448336,0.00004511855,0.0001009983,0.0003250237,0.0001898414],"domain_scores_gemma":[0.9987147,0.000123988,0.0003387007,0.00006898735,0.0003759714,0.0003777065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004426747,0.000049115,0.9974547,0.00001717685,0.00002542559,0.0001859888,0.000292882,0.00004076843,0.00008817225,0.00001880578,0.0003489364,0.001433706],"study_design_scores_gemma":[0.000007126572,0.00002170668,0.9991065,0.0000111924,0.00001235075,0.00009939932,0.000461229,0.00008095655,0.000009469677,0.00000780237,0.0001793064,0.000002935755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967818,0.0003442045,0.00008986203,0.0001299375,0.000009181026,0.00006526663,0.001281197,0.000008689056,0.001289883],"genre_scores_gemma":[0.9976261,0.0004075917,0.00018438,0.0001404773,0.0000166892,0.00002105566,0.001268268,0.000002783282,0.0003326019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200643,"threshold_uncertainty_score":0.2415426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0791038193141641,"score_gpt":0.3921921570014391,"score_spread":0.313088337687275,"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."}}