{"id":"W4366333936","doi":"10.46747/cfp.6904245","title":"Approach to atrial fibrillation","year":2023,"lang":"en","type":"review","venue":"Canadian Family Physician","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Université du Québec; St. Michael's Hospital; Canadian Cardiovascular Society","funders":"Biosense Webster; Canadian Institutes of Health Research; Novo Nordisk; Public Health Agency; Canadian Cardiovascular Society; Public Health Agency of Canada; Research Manitoba; Heart Rhythm Society; Servier; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Atrial fibrillation; Medicine; Heart Rhythm; Management of atrial fibrillation; Intensive care medicine; Heart failure; Stroke (engine); Primary care; Medical emergency; Disease management; Internal medicine; Family medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001203339,0.0009501558,0.00110681,0.002805318,0.0006935469,0.001733463,0.001092815,0.001846764,0.0093381],"category_scores_gemma":[0.003805331,0.0002453604,0.0009178332,0.002107505,0.0008941388,0.001558411,0.001273085,0.003050849,0.003897408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002726736,"about_ca_system_score_gemma":0.006624016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02609481,"about_ca_topic_score_gemma":0.04216813,"domain_scores_codex":[0.9989195,0.0002459265,0.0001610726,0.000123681,0.0004649787,0.0000848202],"domain_scores_gemma":[0.9985386,0.0004682835,0.0001796886,0.00004961799,0.000650013,0.0001136434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005963848,0.00003489221,0.000322342,0.02766931,0.0001490912,0.0001519147,0.0001844447,0.0001246183,0.0002429455,0.006148996,0.2152465,0.7496654],"study_design_scores_gemma":[0.00002903229,0.0000214147,0.000878936,0.02115209,0.00009890129,0.0007626074,0.00009559212,0.00002501451,0.00005519989,0.001440534,0.97543,0.00001065918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004642512,0.9919596,0.0001254847,0.002461294,0.00128383,0.00001654723,0.00003811353,0.000009613689,0.004059113],"genre_scores_gemma":[0.00128289,0.9908235,0.0003713137,0.004250085,0.0009935347,0.00002300632,0.00007531693,0.000003030976,0.002177264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02609481,"threshold_uncertainty_score":0.05188578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1714931026939253,"score_gpt":0.3613517409294306,"score_spread":0.1898586382355053,"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."}}