{"id":"W2971242280","doi":"10.1017/cem.2019.403","title":"Can we safely use a wait and see approach for patients with recent onset atrial fibrillation?","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Atrial fibrillation; Content (measure theory); Action (physics); Medical emergency; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389525,0.000517288,0.0009289551,0.00132316,0.005752638,0.003984111,0.001754499,0.03298157,0.01566785],"category_scores_gemma":[0.03204816,0.0005311359,0.001379501,0.0008010642,0.00234383,0.005117918,0.001813111,0.02460539,0.006461304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005029967,"about_ca_system_score_gemma":0.01461509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03074553,"about_ca_topic_score_gemma":0.0772616,"domain_scores_codex":[0.9980437,0.0002711409,0.0002995394,0.0002023326,0.0005514577,0.0006318464],"domain_scores_gemma":[0.989427,0.002556637,0.0008752992,0.0002217442,0.001849545,0.00506984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001292013,0.0003213488,0.01497453,0.0002011206,0.00007337037,0.02099939,0.0007323601,0.0003570733,0.000322144,0.004513814,0.9056993,0.05167648],"study_design_scores_gemma":[0.00119715,0.0004293777,0.03036076,0.006088715,0.0002606887,0.06001288,0.00860463,0.002155039,0.0004976728,0.06367508,0.8262084,0.0005096195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001735214,0.001513891,0.0001945345,0.9800077,0.009900412,0.00002338424,0.00004433784,0.00003457806,0.006545876],"genre_scores_gemma":[0.02864102,0.006336006,0.001413672,0.8723059,0.08499927,0.0001300882,0.0001090814,0.00005733009,0.006007607],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03298157,"threshold_uncertainty_score":0.06113315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188804281482214,"score_gpt":0.3217465798914511,"score_spread":0.2028661517432296,"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."}}